Add generation scripts

scripts/gen-training.bash

@@ -0,0 +1,5 @@
+#!/bin/bash
+
+SCRIPT_DIR=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )
+
+find . -name '*.ground' | xargs -P 16 -I foo bash -c 'F=$(dirname foo)/$(basename foo .ground); echo $F; python3 '"$SCRIPT_DIR"'/gen-training.py $F{.ground,,.csv}'

scripts/gen-training.py

@@ -0,0 +1,93 @@
+#!/usr/bin/python3
+
+#import json
+import pandas
+import re
+import os
+import subprocess
+import sys
+from tempfile import NamedTemporaryFile
+
+gname = sys.argv[1]
+bname = sys.argv[2]
+oname = sys.argv[3]
+
+linere = re.compile(r"symbol\(([^,]+), (func|method), '([^)]+)'\)\.")
+
+
+anafile = NamedTemporaryFile(prefix=os.path.basename(bname) + "_", suffix=".bat_ana")
+ananame = anafile.name
+
+subprocess.check_output("/data/research/rose/install-latest/bin/bat-ana --no-post-analysis -o %s %s 2>/dev/null" % (ananame, bname), shell=True)
+
+def get_all_dis():
+
+    output = subprocess.check_output("/data/research/rose/install-latest/bin/bat-dis --no-bb-cfg-arrows --color=off %s 2>/dev/null" % (ananame), shell=True)
+    output = re.sub(b' +', b' ', output)
+
+    func_dis = {}
+    last_func = None
+    current_output = []
+
+    for l in output.splitlines():
+        if l.startswith(b";;; function 0x"):
+            if last_func is not None:
+                func_dis[last_func] = b"\n".join(current_output)
+            last_func = int(l.split()[2], 16)
+            current_output.clear()
+
+        if not b";;" in l:
+            current_output.append(l)
+
+    if last_func is not None:
+        if last_func in func_dis:
+            print("Warning: Ignoring multiple functions at the same address")
+        else:
+            func_dis[last_func] = b"\n".join(current_output)
+
+    return func_dis
+
+def get_dis_from_all_dis(addr):
+    if addr in all_dis:
+        return all_dis[addr]
+    else:
+        return None
+
+def get_dis(addr):
+    try:
+        output = subprocess.check_output("/data/research/rose/install-latest/bin/bat-dis --no-bb-cfg-arrows --function %s --color=off %s 2>/dev/null | fgrep -v ';;'" % (addr, ananame), shell=True)
+        output = re.sub(b' +', b' ', output)
+        # print(output)
+        return output
+    except subprocess.CalledProcessError:
+        return None
+
+all_dis = get_all_dis()
+#objs = []
+df = pandas.DataFrame(columns=['Binary', 'Addr', 'Name', 'Type', 'Disassembly'])
+
+with open(gname, "r") as f:
+    for l in f:
+
+        if linere.match(l):
+            m = linere.match(l)
+            addr = m.group(1)
+            typ = m.group(2)
+            name = m.group(3)
+            #print([addr, typ, name])
+
+            dis = get_dis_from_all_dis(int(addr, 16))
+            #objs.append((addr, typ, name, dis))
+            if dis is not None:
+                dis = dis.decode("utf8")
+                df = df.append({'Binary': bname, 'Addr': addr, 'Name': name, 'Type': typ, 'Disassembly': dis}, ignore_index=True)
+            
+            if False:
+                df.to_csv(oname, index=False)
+            #print(df.head())
+    
+df.to_csv(oname, index=False)
+
+#with open(jname, "w") as f:
+#    output = {"file": bname, "d": objs}
+#    json.dump(output, f)