Some time ago (September 3, 2013, apparently), I had just finished reading Analogue: A Hate Story (which I highly recommend, by the way) and was particularly taken with the art. At that point it seems my engineer’s instincts kicked in and it seemed reasonable to reverse-engineer the resource archives to extract the art for my own nefarious purposes.
A little examination of the game files revealed a convenient truth: it was built with Ren’Py, a (open-source) visual novel engine written in Python. Python is a language I’m quite familiar with, so the actual task promised to be well within my expertise.
Long story short, I’ve build some rudimentary tools for working with compiled Ren’py data. You can get it from my repository on BitBucket. Technically-inclined readers might also want to follow along in the code while reading.
There are a large number of games designed with Ren’py. It’s an easy tool to get started with and hack on, since the script language is fairly simple and because it’s open-source, more sophisticated users are free to bend it to their will. A few examples of (in my opinion) high-quality things built with the engine:
- Long Live the Queen
- Analogue: A Hate Story and Hate Plus
- Dysfunctional Systems: Learning to Manage Chaos (and the planned sequels)
- Katawa Shoujo
Since visual novels tend to live or die on the combination of art and writing, the ability to examine the assets outside the game environment offers interesting possibilities.
Since it was handy, I started my experimentation with Analogue.
RPA resource archives
The largest files distributed with the game were
.rpa files, so I investigated those first for finding art. As it turned out, this was exactly the place I needed to look. Start by examining the raw data:
$ cd "Analogue A Hate Story/game" $ ls bytecode.rpyb data.rpa dlc1.rpa nd.rpa $ less data.rpa RPA-3.0 00000000035f5c75 414154bb <F0><AA><D6>^MީZ<A0><90><FB>^M6<B9><B7>^X<A3><82><F3>F<B0><DF>k8(<BF>ߦx<9C><D5>T [snip]
There’s an obvious file identifier (
RPA-3.0), followed by a couple numbers and a lot of compressed-looking data. The first number turns out to be very close to the total file size, so it’s probably some size or offset field, while the other one looks like some kind of signature.
$ python -c 'print(0x35f5c75)' 56581237 $ stat -c %s data.rpa 56592058
At this point I simply referred to the Ren’Py source code, rather than waste time experimenting on the data itself. Turns out the first number is the file offset of the index, and the second one is a key used for simple obfuscation of elements of the index (numbers are bitwise exclusive-or’d with the key). The archive index itself is a DEFLATE-compressed block of pickled Python objects. The index maps file names to tuples of offset and block length specifying where within the archive file the data can be found.
With that knowledge in hand, it’s short work to build a decoder for the index data and dump it all to files. This is
rpa.py in my tools. Extracting the archives pulls out plenty of images and other media, as well as a number of interesting-looking
.rpyb files, which we’ll discuss shortly.
For a bit of amusement, I exercised my web-programming chops a little and built a standalone web page for playing with the extracted costumes and expressions of *Hyun-ae and *Mute, which I’ve included below. Here’s a link to the bare page for standalone amusement as well.
The basic format of compiled scripts (
.rpyb files) is similar to that of resource packages. The entire thing is a tuple of
(data, statements), where
data is a dictionary of basic metadata and
statements is a list of objects representing the script’s code.
The statements in this are just the Ren’py abstract syntax tree, so all the objects come from the
renpy.ast module. Unfortunately and as I’ll discuss later, the pickle format makes this representation hard to work with.
The structure of AST members is designed such that each object can have attached bytecode. In practice this appears to never happen in archives. In my investigations of the source, it appears that Ren’py only writes Python bytecode as a performance enhancement, and most of it ends up in
bytecode.rpyb. That file appears to provide some sort of bytecode cache that overrides script files in certain situations. For the purposes of reverse-engineering this is fortunate– Python bytecode is documented, but rather more difficult to translate into something human-readable than the source code that is actually present in RPYB archives.
Here’s some of the Act 1 script from Analogue run through the current version of my script decompiler:
## BEGIN Label 'dont_understand', params=None, hide=False dont_understand: ## <class 'renpy.ast.Show'> -- don't know how to dump this! ## <class 'renpy.ast.Say'> -- don't know how to dump this! ## <class 'renpy.ast.Jump'> -- don't know how to dump this! ## BEGIN Label 'nothing', params=None, hide=False nothing: python: shown_message = None for block in store.blocks: for message in block.contents: if message == _message: shown_message = str(store.blocks.index(block)+1) + "-" + str(block.contents.index(message)+1) if shown_message: gray_out(shown_message) ## <class 'renpy.ast.With'> -- don't know how to dump this! ## <class 'renpy.ast.Show'> -- don't know how to dump this! ## <class 'renpy.ast.With'> -- don't know how to dump this! ## <class 'renpy.ast.Say'> -- don't know how to dump this!
Clearly there are a few things my decompiler needs to learn about. It does, however, handle the more common block elements such as If statements. In any case, the Python code embedded in these scripts tends to be more interesting than the rest (which are mostly just dialogue and display manipulation) for the purposes of reverse-engineering. If you’re more interested in spoiling the game for yourself, it’s not as useful.
A few telling bits of logic from options.rpy:
init -3: ## BEGIN Python python hide: ## BEGIN PyCode, exec mode, from game/options.rpy renpy.demo_mode = True init -1: ## BEGIN Python python hide: ## BEGIN PyCode, exec mode, from game/options.rpy config.developer = True config.screen_width = 1024 if persistent.resolution == None: persistent.resolution = 2 if persistent.old_resolution == None: persistent.old_resolution = persistent.resolution if not persistent.resolution: config.screen_height = 600 else: config.screen_height = 640 if renpy.demo_mode: config.window_title = u"Analogue trial" else: config.window_title = u"Analogue: A Hate Story" config.name = "Analogue" config.version = "0.0"
The spacing here is interesting; I suspect (but haven’t attempted to verify) that the Ren’py script compiler strips comments since there haven’t been any in all of the scripts I’ve examined, so it’s likely that the unusual empty blocks in the code were comment blocks in a former life.
I’ve yet to dig much into what determines when
demo_mode is set, but I doubt it would be difficult to forcibly set (or clear) if one were so inclined. Not that I condone such an action..
A little bit of interesting game-critical logic, also from Analogue (caution: minor spoilers)
store.radiation = 0 store.reactor_enabled = True def interact_cb(): if store.radiation and store.reactor_enabled: store.radiation_levels += 0.01 if (any_read("7-*") or (store.current_character == "mute" and get_m("6-9").enabled)) and store.radiation_levels < 0.65: store.radiation_levels = 0.65 store.radiation_levels = min (store.radiation_levels, 0.8) config.interact_callbacks.append(interact_cb)
You can get some idea of how specialized Ren’py’s execution environment is from this code. Particularly,
store is a magic value injected into the locals of Python script blocks which maps to the RPY persistent variable store, which stores most of the game state.
config is a similar magic value providing a handle to the engine configuration.
In this instance,
radiation refers to a sort of hidden timer which forces the player to solve a puzzle on expiration (assuming the preconditions have been met), then make a decision which causes the plot to fork depending on that decision. Elsewhere in the code, I found a few developer switches which allow one to display the value of this countdown and reset or force it.
As the official documentation notes, the process of resource compilation is not very secure but is enough to deter casual copying. I’ve shown here that such a claim is entirely correct, though script decompilation may be somewhat harder than the developers envisioned due to the choice of pickle as a serialization format.
It’s nothing particularly new to me, but a reminder to designers of software: if it runs on your attacker’s system, it can be hacked. It’s not a question of “if”, but instead “how fast”. I was mostly interested in extracting resources with this project, which was quite easy. In that matter, I think the designers of Ren’Py made a good design decision. The compiled archives and scripts are much more robust against accidental modification in the face of curious users than not compiling anything, but the developers do not expend undue effort building something harder to break which would eventually be broken anyway by a sufficiently determined attacker.
As I alluded to earlier, the pickle representation makes the Ren’Py AST hard to work with. This is because many of the objects contain references to the engine state, which in turn implies most of the engine needs to be initialized when unpickling the AST. To say the least, this is not easy- engine initialization is not easily separated from game startup.
To illustrate the problem, observe that the Ren’Py developer kit is simply the engine itself packaged with a game of sorts that provides help in getting a new project set up by modifying the included scripts. There simply seems to be no part of the engine that is designed to run without the rest of it running as well.
In experimenting with different products built with Ren’Py, I’ve had to make changes to some combination of the engine itself and my code in order to bootstrap the engine state to a point where the AST can be successfully unpickled. Suffice to say, this has hampered my progress somewhat, and led me to consider slightly different avenues of attack.
The most promising of these would involve a semi-custom unpickler which avoids instantiating actual Ren’Py objects; the only data that need be preserved is the structural information, rather than the many hooks into engine state that are also included in the pickle serialization. Further continuation of this project is likely to take this approach to deserialization.