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Merge pull request #4 from bkushigian/docs
Documentation and Clarity Refactors
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# Design | ||
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This document is a description, as far as I understand it, of the inner design | ||
of the solver and PostFlopGame. This is a working document for me to get my | ||
bearings. | ||
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## PostFlopGame | ||
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### Build/Allocate/Initialize | ||
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To set up a `PostFlopGame` we need to **create a `PostFlopGame` instance**, | ||
**allocate global storage and `PostFlopNode`s**, and **initialize the | ||
`PostFlopNode` child/parent relationship**. This is done in several steps. | ||
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We begin by creating a `PostFlopGame` instance. | ||
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```rust | ||
let mut game = PostFlopGame::with_config(card_config, action_tree).unwrap(); | ||
``` | ||
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A `PostFlopGame` requires an | ||
`ActionTree` which describes all possible actions and lines (no runout | ||
information), and a `CardConfig`, which describes player ranges and | ||
flop/turn/river data. | ||
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Once we have created a `PostFlopGame` instance we need to allocate the following | ||
memory and initialize its values: | ||
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+ `game.node_arena` | ||
+ `game.storage1` | ||
+ `game.storage2` | ||
+ `game.storage_ip` | ||
+ `game.storage_chance` | ||
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These fields are not allocated/initialized at the same time: | ||
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+ `game.node_arena` is allocated and initialized via `with_config()` (i.e., when | ||
we created our `PostFlopGame`), | ||
+ other storage is allocated via `game.allocate_memory()`. | ||
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#### Allocating and Initializing `node_arena` | ||
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We constructed a `PostFlopGame` by calling | ||
`PostFlopGame::with_config(card_config, action_tree)`, which under the hood | ||
actually calls: | ||
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```rust | ||
let mut game = Self::new(); | ||
game.update_config(card_config, action_tree)?; | ||
``` | ||
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`PostFlopGame::update_config` sets up configuration data, sanity checks things | ||
are correct, and then calls `self.init_root()`. | ||
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`init_root` is responsible for: | ||
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1. Counting number of `PostFlopNode`s to be allocated (`self.nodes_per_street`), | ||
broken up by flop, turn, and river | ||
2. Allocating `PostFlopNode`s in the `node_arena` field | ||
3. Clearing storage: `self.clear_storage()` sets each storage item to a new | ||
`Vec` | ||
4. Invoking `build_tree_recursive` which initializes each node's child/parent | ||
relationship via `child_offset` (through calls to `push_actions` and | ||
`push_chances`). | ||
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Each `PostFlopNode` points to node-specific data (e.g., strategies and | ||
cfregrets) that is located inside of `PostFlopGame.storage*` fields (which is | ||
currently unallocated) via similarly named fields `PostFlopNode.storage*`. | ||
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Additionally, each node points to the children offset with `children_offset`, | ||
which records where in `node_arena` relative to the current node that node's | ||
children begin. We allocate this memory via: | ||
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```rust | ||
game.allocate_memory(false); // pass `true` to use compressed memory | ||
``` | ||
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This allocates the following memory: | ||
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+ `self.storage1` | ||
+ `self.storage2` | ||
+ `self.storage3` | ||
+ `self.storage_chance` | ||
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Next, `allocate_memory()` calls `allocate_memory_nodes(&mut self)`, which | ||
iterates through each node in `node_arena` and sets storage pointers. | ||
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After `allocate_memory` returns we still need to set `child_offset`s. | ||
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### Storage | ||
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There are several fields marked as `// global storage` in `game::mod::PostFlopGame`: | ||
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```rust | ||
// global storage | ||
// `storage*` are used as a global storage and are referenced by `PostFlopNode::storage*`. | ||
// Methods like `PostFlopNode::strategy` define how the storage is used. | ||
node_arena: Vec<MutexLike<PostFlopNode>>, | ||
storage1: Vec<u8>, | ||
storage2: Vec<u8>, | ||
storage_ip: Vec<u8>, | ||
storage_chance: Vec<u8>, | ||
locking_strategy: BTreeMap<usize, Vec<f32>>, | ||
``` | ||
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These are referenced from `PostFlopNode`: | ||
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```rust | ||
storage1: *mut u8, // strategy | ||
storage2: *mut u8, // regrets or cfvalues | ||
storage3: *mut u8, // IP cfvalues | ||
``` | ||
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+ `storage1` seems to store the strategy | ||
+ `storage2` seems to store regrets/cfvalues, and | ||
+ `storage3` stores IP's cf values (does that make `storage2` store OOP's cfvalues?) | ||
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Storage is a byte vector `Vec<u8>`, and these store floating point values. | ||
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> [!IMPORTANT] | ||
> Why are these stored as `Vec<u8>`s? Is this for swapping between | ||
> `f16` and `f32`s? | ||
Some storage is allocated in `game::base::allocate_memory`: | ||
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```rust | ||
let storage_bytes = (num_bytes * self.num_storage) as usize; | ||
let storage_ip_bytes = (num_bytes * self.num_storage_ip) as usize; | ||
let storage_chance_bytes = (num_bytes * self.num_storage_chance) as usize; | ||
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self.storage1 = vec![0; storage_bytes]; | ||
self.storage2 = vec![0; storage_bytes]; | ||
self.storage_ip = vec![0; storage_ip_bytes]; | ||
self.storage_chance = vec![0; storage_chance_bytes]; | ||
``` | ||
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`node_arena` is allocated in `game::base::init_root()`: | ||
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```rust | ||
let num_nodes = self.count_nodes_per_street(); | ||
let total_num_nodes = num_nodes[0] + num_nodes[1] + num_nodes[2]; | ||
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if total_num_nodes > u32::MAX as u64 | ||
|| mem::size_of::<PostFlopNode>() as u64 * total_num_nodes > isize::MAX as u64 | ||
{ | ||
return Err("Too many nodes".to_string()); | ||
} | ||
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self.num_nodes = num_nodes; | ||
self.node_arena = (0..total_num_nodes) | ||
.map(|_| MutexLike::new(PostFlopNode::default())) | ||
.collect::<Vec<_>>(); | ||
self.clear_storage(); | ||
``` | ||
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`locking_strategy` maps node indexes (`PostFlopGame::node_index`) to a locked | ||
strategy. `locking_strategy` is initialized to an empty `BTreeMap<usize, | ||
Vec<f32>>` by deriving Default. It is inserted into via | ||
`PostFlopGame::lock_current_strategy` | ||
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### Serialization/Deserialization | ||
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Serialization relies on the `bincode` library's `Encode` and `Decode`. We can set | ||
the `target_storage_mode` to allow for a non-full save. For instance, | ||
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```rust | ||
game.set_target_storage_mode(BoardState::Turn); | ||
``` | ||
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will ensure that when `game` is encoded, it will only save Flop and Turn data. | ||
When a serialized tree is deserialized, if it is a partial save (e.g., a Turn | ||
save) you will not be able to navigate to unsaved streets. | ||
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Several things break when we deserialize a partial save: | ||
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+ `node_arena` is only partially populated | ||
+ `node.children()` points to raw data when `node` points to an street that is | ||
not serialized (e.g., a chance node before the river for a Turn save). | ||
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### Allocating `node_arena` | ||
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We want to first allocate nodes for `node_arena`, and then run some form of | ||
`build_tree_recursive`. This assumes that `node_arena` is already allocated, and | ||
recursively visits children of nodes and modifies them to | ||
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### Data Coupling/Relations/Invariants | ||
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+ A node is locked IFF it is contained in the game's locking_strategy | ||
+ `PostFlopGame.node_arena` is pointed to by `PostFlopNode.children_offset`. For | ||
instance, this is the basic definition of the `PostFlopNode.children()` | ||
function: | ||
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```rust | ||
slice::from_raw_parts( | ||
self_ptr.add(self.children_offset as usize), | ||
self.num_children as usize, | ||
) | ||
``` | ||
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We get a pointer to `self` and add children offset. |
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use postflop_solver::*; | ||
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fn main() { | ||
// ranges of OOP and IP in string format | ||
// see the documentation of `Range` for more details about the format | ||
let oop_range = "66+"; | ||
let ip_range = "66+"; | ||
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let card_config = CardConfig { | ||
range: [oop_range.parse().unwrap(), ip_range.parse().unwrap()], | ||
flop: flop_from_str("Td9d6h").unwrap(), | ||
turn: NOT_DEALT, | ||
river: NOT_DEALT, | ||
}; | ||
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// bet sizes -> 60% of the pot, geometric size, and all-in | ||
// raise sizes -> 2.5x of the previous bet | ||
// see the documentation of `BetSizeOptions` for more details | ||
let bet_sizes = BetSizeOptions::try_from(("100%", "100%")).unwrap(); | ||
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let tree_config = TreeConfig { | ||
initial_state: BoardState::Flop, // must match `card_config` | ||
starting_pot: 200, | ||
effective_stack: 200, | ||
rake_rate: 0.0, | ||
rake_cap: 0.0, | ||
flop_bet_sizes: [bet_sizes.clone(), bet_sizes.clone()], // [OOP, IP] | ||
turn_bet_sizes: [bet_sizes.clone(), bet_sizes.clone()], | ||
river_bet_sizes: [bet_sizes.clone(), bet_sizes], | ||
turn_donk_sizes: None, // use default bet sizes | ||
river_donk_sizes: Some(DonkSizeOptions::try_from("100%").unwrap()), | ||
add_allin_threshold: 1.5, // add all-in if (maximum bet size) <= 1.5x pot | ||
force_allin_threshold: 0.15, // force all-in if (SPR after the opponent's call) <= 0.15 | ||
merging_threshold: 0.1, | ||
}; | ||
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// build the game tree | ||
// `ActionTree` can be edited manually after construction | ||
let action_tree = ActionTree::new(tree_config).unwrap(); | ||
let mut game = PostFlopGame::with_config(card_config, action_tree).unwrap(); | ||
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// allocate memory without compression (use 32-bit float) | ||
game.allocate_memory(false); | ||
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// solve the game | ||
let max_num_iterations = 20; | ||
let target_exploitability = game.tree_config().starting_pot as f32 * 0.100; // 10.0% of the pot | ||
let exploitability = solve(&mut game, max_num_iterations, target_exploitability, true); | ||
println!("Exploitability: {:.2}", exploitability); | ||
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// get equity and EV of a specific hand | ||
game.cache_normalized_weights(); | ||
} |
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