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|
//! Loader for `models.toml` — model aliases and per-model pricing.
//!
//! A model entry is keyed by `<provider_name>.<alias>`, where
//! `<provider_name>` matches a provider defined in `config.toml`'s
//! `[providers.<name>]` table, and `<alias>` is the short name the user
//! references via `<provider_name>:<alias>` (e.g. `anthropic:sonnet`).
//!
//! Schema:
//!
//! [<provider>.<alias>]
//! model = <string> # wire model id; defaults to <alias> if omitted
//! max_tokens = <int> # per-request output token cap
//! # pricing (all optional; USD per million tokens):
//! input = <float>
//! output = <float>
//! cache_read = <float>
//! cache_write = <float>
//!
//! # openai_chat-only knobs:
//! reasoning = <string> # default | off | minimal | low | medium | high
//!
//! # anthropic_messages-only knobs:
//! api_version = <string> # Anthropic-Version header; default "2023-06-01"
//! thinking = <string> # disabled | enabled | adaptive (default: disabled)
//! effort = <string> # low | medium | high | xhigh | max (default: medium)
//! # only used when thinking = "adaptive"
//! thinking_budget_tokens = <int> # max reasoning tokens for thinking = "enabled"
//! # default: 32000; null falls back to max_tokens - 1
//! # ignored when thinking = "adaptive" or "disabled"
//! thinking_interleaved = <bool> # send interleaved-thinking beta header (default: false)
//! # only honoured when thinking = "enabled"
//!
//! Pricing semantics are unchanged from the original models.toml: any
//! omitted price field is "unknown" (null), not zero. Write `= 0`
//! explicitly to declare a known-zero rate.
//!
//! Example:
//!
//! [anthropic.sonnet]
//! model = "claude-sonnet-4-20250514"
//! max_tokens = 8192
//! thinking = "enabled"
//! thinking_budget_tokens = 16000
//! input = 3.0
//! output = 15.0
//! cache_read = 0.3
//! cache_write = 3.75
//!
//! [anthropic.opus]
//! model = "claude-opus-4-8"
//! thinking = "adaptive"
//! effort = "high"
//!
//! [openai.gpt]
//! model = "gpt-4o"
//! input = 2.5
//! output = 10.0
//!
//! A referenced alias with no entry here is not an error: the alias is
//! used verbatim as the wire model name (zero-config convenience), with
//! default knobs and unknown pricing.
const std = @import("std");
const Allocator = std.mem.Allocator;
const Io = std.Io;
const toml = @import("toml");
const panto = @import("panto");
pub const Pricing = panto.Pricing;
pub const Registry = panto.PricingRegistry;
pub const ReasoningEffort = panto.ReasoningEffort;
/// A resolved model definition: the wire model id plus per-model knobs.
/// Strings are owned by the `ModelRegistry`.
pub const Thinking = panto.Thinking;
pub const Effort = panto.Effort;
pub const ModelDef = struct {
/// `<provider_name>` — matches a `[providers.<name>]` in config.toml.
provider: []const u8,
/// `<alias>` — the short reference name.
alias: []const u8,
/// Wire model id sent to the provider API. Equals `alias` when the
/// TOML omitted `model`.
model: []const u8,
reasoning: ReasoningEffort,
/// Per-request output token cap; null = use the provider/library default.
max_tokens: ?u32,
/// anthropic_messages only; null = use the library default.
api_version: ?[]const u8,
/// anthropic_messages only. Extended-thinking mode.
thinking: Thinking,
/// anthropic_messages only. Effort level for adaptive thinking.
effort: Effort,
/// anthropic_messages only. Manual thinking token budget; null = max_tokens - 1.
thinking_budget_tokens: ?u32,
/// anthropic_messages only. Whether to send the interleaved-thinking beta header.
thinking_interleaved: bool,
};
/// In-memory map of `(provider, alias) -> ModelDef`. Owns all strings.
pub const ModelRegistry = struct {
allocator: Allocator,
entries: std.ArrayList(ModelDef),
pub fn init(allocator: Allocator) ModelRegistry {
return .{ .allocator = allocator, .entries = .empty };
}
pub fn deinit(self: *ModelRegistry) void {
for (self.entries.items) |e| {
self.allocator.free(e.provider);
self.allocator.free(e.alias);
self.allocator.free(e.model);
if (e.api_version) |v| self.allocator.free(v);
}
self.entries.deinit(self.allocator);
}
pub fn count(self: *const ModelRegistry) usize {
return self.entries.items.len;
}
/// Look up a model definition by provider name + alias.
pub fn get(self: *const ModelRegistry, provider: []const u8, alias: []const u8) ?ModelDef {
for (self.entries.items) |e| {
if (std.mem.eql(u8, e.provider, provider) and std.mem.eql(u8, e.alias, alias)) {
return e;
}
}
return null;
}
};
/// Everything `models.toml` yields: model definitions and pricing. The
/// two registries are independent (pricing keys on the *wire* model id;
/// model defs key on the alias) but parsed in one pass.
pub const Models = struct {
defs: ModelRegistry,
pricing: Registry,
pub fn deinit(self: *Models) void {
self.defs.deinit();
self.pricing.deinit();
}
};
/// Resolve the absolute path to `models.toml`. Honors `XDG_CONFIG_HOME`,
/// falling back to `$HOME/.config`. Caller owns the returned slice.
pub fn configPath(allocator: Allocator, environ_map: *const std.process.Environ.Map) ![]u8 {
if (environ_map.get("XDG_CONFIG_HOME")) |xdg| {
return try std.fs.path.join(allocator, &.{ xdg, "panto", "models.toml" });
}
if (environ_map.get("HOME")) |home| {
return try std.fs.path.join(allocator, &.{ home, ".config", "panto", "models.toml" });
}
return error.NoHomeDirectory;
}
/// Load `models.toml` from `path`. A missing file yields empty registries
/// (no error). Parse errors return `error.InvalidModelsToml`.
pub fn loadFromPath(allocator: Allocator, io: Io, path: []const u8) !Models {
var models: Models = .{
.defs = ModelRegistry.init(allocator),
.pricing = Registry.init(allocator),
};
errdefer models.deinit();
const file = Io.Dir.cwd().openFile(io, path, .{ .mode = .read_only }) catch |err| switch (err) {
error.FileNotFound => return models, // empty; perfectly fine.
else => return err,
};
defer file.close(io);
const file_len = try file.length(io);
const bytes = try allocator.alloc(u8, @intCast(file_len));
defer allocator.free(bytes);
_ = try file.readPositionalAll(io, bytes, 0);
try parseInto(&models, bytes);
return models;
}
/// Parse a TOML string into the given registries. Useful for tests.
pub fn parseInto(models: *Models, source: []const u8) !void {
const alloc = models.defs.allocator;
const result = toml.parseWithError(alloc, source, .{});
switch (result) {
.err => |e| {
if (!@import("builtin").is_test) {
std.log.err(
"models.toml: parse error at line {d}, column {d}: {s}",
.{ e.line, e.column, e.message },
);
}
return error.InvalidModelsToml;
},
.ok => |doc| {
defer {
var d = doc;
d.deinit();
}
try ingestDocument(models, doc);
},
}
}
fn ingestDocument(models: *Models, doc: *toml.Document) !void {
const root_val: *const toml.Value = doc.root;
if (root_val.* != .table) return;
var provider_it = toml.tableIterator(root_val);
while (provider_it.next()) |provider_entry| {
const provider = provider_entry.key;
const provider_val: *const toml.Value = provider_entry.value;
if (provider_val.* != .table) continue;
var alias_it = toml.tableIterator(provider_val);
while (alias_it.next()) |alias_entry| {
const alias = alias_entry.key;
const v: *const toml.Value = alias_entry.value;
if (v.* != .table) continue;
try ingestModel(models, provider, alias, v);
}
}
}
fn ingestModel(
models: *Models,
provider: []const u8,
alias: []const u8,
v: *const toml.Value,
) !void {
const alloc = models.defs.allocator;
// Wire model id: explicit `model`, else the alias itself.
const wire_model: []const u8 = blk: {
if (v.get("model")) |m| {
if (m.asString()) |s| break :blk s;
}
break :blk alias;
};
const reasoning: ReasoningEffort = blk: {
if (v.get("reasoning")) |r| {
if (r.asString()) |s| {
break :blk std.meta.stringToEnum(ReasoningEffort, s) orelse .default;
}
}
break :blk .default;
};
const max_tokens: ?u32 = blk: {
if (v.get("max_tokens")) |mt| {
if (mt.asI64()) |i| {
if (i > 0) break :blk @intCast(i);
}
}
break :blk null;
};
const api_version_src: ?[]const u8 = blk: {
if (v.get("api_version")) |av| {
if (av.asString()) |s| break :blk s;
}
break :blk null;
};
const thinking: Thinking = blk: {
if (v.get("thinking")) |t| {
if (t.asString()) |s| {
break :blk std.meta.stringToEnum(Thinking, s) orelse .disabled;
}
}
break :blk .disabled;
};
const effort: Effort = blk: {
if (v.get("effort")) |e| {
if (e.asString()) |s| {
break :blk std.meta.stringToEnum(Effort, s) orelse .medium;
}
}
break :blk .medium;
};
const thinking_budget_tokens: ?u32 = blk: {
if (v.get("thinking_budget_tokens")) |bt| {
if (bt.asI64()) |i| {
if (i > 0) break :blk @intCast(i);
}
}
break :blk null;
};
const thinking_interleaved: bool = blk: {
if (v.get("thinking_interleaved")) |ti| {
if (ti.asBool()) |b| break :blk b;
}
break :blk false;
};
// Own all the strings.
const provider_copy = try alloc.dupe(u8, provider);
errdefer alloc.free(provider_copy);
const alias_copy = try alloc.dupe(u8, alias);
errdefer alloc.free(alias_copy);
const model_copy = try alloc.dupe(u8, wire_model);
errdefer alloc.free(model_copy);
const api_version_copy: ?[]const u8 = if (api_version_src) |s| try alloc.dupe(u8, s) else null;
errdefer if (api_version_copy) |s| alloc.free(s);
try models.defs.entries.append(alloc, .{
.provider = provider_copy,
.alias = alias_copy,
.model = model_copy,
.reasoning = reasoning,
.max_tokens = max_tokens,
.api_version = api_version_copy,
.thinking = thinking,
.effort = effort,
.thinking_budget_tokens = thinking_budget_tokens,
.thinking_interleaved = thinking_interleaved,
});
// Pricing keys on the *wire* model id so usage records (which carry
// the wire model) resolve directly.
const pricing = pricingFromValue(v);
try models.pricing.set(provider, wire_model, pricing);
}
fn pricingFromValue(v: *const toml.Value) Pricing {
return .{
.input = readPriceField(v, "input"),
.output = readPriceField(v, "output"),
.cache_read = readPriceField(v, "cache_read"),
.cache_write = readPriceField(v, "cache_write"),
};
}
/// Returns `null` if the field is absent or has a type we can't
/// interpret as a price. An explicit `0` comes through as a known zero.
fn readPriceField(table: *const toml.Value, name: []const u8) ?u64 {
const field = table.get(name) orelse return null;
if (field.asF64()) |f| return Pricing.fromDollarsPerMtok(f);
if (field.asI64()) |i| return Pricing.fromDollarsPerMtok(@floatFromInt(i));
return null;
}
// =============================================================================
// Tests
// =============================================================================
const testing = std.testing;
fn emptyModels(a: Allocator) Models {
return .{ .defs = ModelRegistry.init(a), .pricing = Registry.init(a) };
}
test "parseInto: model defs carry wire name and knobs, keyed by provider.alias" {
var models = emptyModels(testing.allocator);
defer models.deinit();
const src =
\\[anthropic.sonnet]
\\model = "claude-sonnet-4-20250514"
\\reasoning = "high"
\\max_tokens = 8192
\\input = 3.0
\\output = 15.0
\\
\\[openai.gpt]
\\model = "gpt-4o"
\\input = 2.5
\\output = 10.0
;
try parseInto(&models, src);
const sonnet = models.defs.get("anthropic", "sonnet").?;
try testing.expectEqualStrings("claude-sonnet-4-20250514", sonnet.model);
try testing.expectEqual(ReasoningEffort.high, sonnet.reasoning);
try testing.expectEqual(@as(?u32, 8192), sonnet.max_tokens);
const gpt = models.defs.get("openai", "gpt").?;
try testing.expectEqualStrings("gpt-4o", gpt.model);
try testing.expectEqual(ReasoningEffort.default, gpt.reasoning);
try testing.expectEqual(@as(?u32, null), gpt.max_tokens);
// Pricing keyed on the wire model id.
const sonnet_price = models.pricing.get("anthropic", "claude-sonnet-4-20250514").?;
try testing.expectEqual(@as(?u64, 300), sonnet_price.input);
try testing.expectEqual(@as(?u64, 1500), sonnet_price.output);
}
test "parseInto: omitted model defaults the wire name to the alias" {
var models = emptyModels(testing.allocator);
defer models.deinit();
const src =
\\[openai.gpt-4o]
\\input = 2.5
\\output = 10.0
;
try parseInto(&models, src);
const def = models.defs.get("openai", "gpt-4o").?;
try testing.expectEqualStrings("gpt-4o", def.model);
}
test "parseInto: pricing omissions stay null (unknown, not zero)" {
var models = emptyModels(testing.allocator);
defer models.deinit();
const src =
\\[openai.gpt]
\\model = "gpt-4o"
\\input = 2.5
\\output = 10.0
;
try parseInto(&models, src);
const p = models.pricing.get("openai", "gpt-4o").?;
try testing.expectEqual(@as(?u64, null), p.cache_read);
try testing.expectEqual(@as(?u64, null), p.cache_write);
}
test "parseInto: explicit cache_write = 0 is a known zero" {
var models = emptyModels(testing.allocator);
defer models.deinit();
const src =
\\[openai.gpt]
\\model = "gpt-4o"
\\input = 2.5
\\output = 10.0
\\cache_write = 0
;
try parseInto(&models, src);
const p = models.pricing.get("openai", "gpt-4o").?;
try testing.expectEqual(@as(?u64, 0), p.cache_write);
}
test "parseInto: malformed TOML returns InvalidModelsToml" {
var models = emptyModels(testing.allocator);
defer models.deinit();
try testing.expectError(error.InvalidModelsToml, parseInto(&models, "not valid = ="));
}
test "loadFromPath: missing file returns empty registries, no error" {
const io = testing.io;
var models = try loadFromPath(testing.allocator, io, "/nonexistent/models.toml");
defer models.deinit();
try testing.expectEqual(@as(usize, 0), models.defs.count());
try testing.expectEqual(@as(usize, 0), models.pricing.count());
}
test "ModelRegistry.get: returns null for unknown alias" {
var models = emptyModels(testing.allocator);
defer models.deinit();
const src =
\\[anthropic.sonnet]
\\model = "claude-sonnet-4-20250514"
;
try parseInto(&models, src);
try testing.expect(models.defs.get("anthropic", "opus") == null);
try testing.expect(models.defs.get("openai", "sonnet") == null);
}
test "configPath: XDG_CONFIG_HOME wins" {
const a = testing.allocator;
var env: std.process.Environ.Map = .init(a);
defer env.deinit();
try env.put("XDG_CONFIG_HOME", "/custom/cfg");
try env.put("HOME", "/ignored");
const got = try configPath(a, &env);
defer a.free(got);
try testing.expectEqualStrings("/custom/cfg/panto/models.toml", got);
}
test "configPath: falls back to HOME/.config" {
const a = testing.allocator;
var env: std.process.Environ.Map = .init(a);
defer env.deinit();
try env.put("HOME", "/home/user");
const got = try configPath(a, &env);
defer a.free(got);
try testing.expectEqualStrings("/home/user/.config/panto/models.toml", got);
}
test "parseInto: anthropic thinking fields parse correctly" {
var models = emptyModels(testing.allocator);
defer models.deinit();
const src =
\\[anthropic.sonnet]
\\model = "claude-sonnet-4-6"
\\thinking = "enabled"
\\thinking_budget_tokens = 16000
\\thinking_interleaved = true
;
try parseInto(&models, src);
const def = models.defs.get("anthropic", "sonnet").?;
try testing.expectEqual(Thinking.enabled, def.thinking);
try testing.expectEqual(Effort.medium, def.effort); // default
try testing.expectEqual(@as(?u32, 16000), def.thinking_budget_tokens);
try testing.expectEqual(true, def.thinking_interleaved);
}
test "parseInto: anthropic adaptive thinking with effort" {
var models = emptyModels(testing.allocator);
defer models.deinit();
const src =
\\[anthropic.opus]
\\model = "claude-opus-4-8"
\\thinking = "adaptive"
\\effort = "high"
;
try parseInto(&models, src);
const def = models.defs.get("anthropic", "opus").?;
try testing.expectEqual(Thinking.adaptive, def.thinking);
try testing.expectEqual(Effort.high, def.effort);
try testing.expectEqual(@as(?u32, null), def.thinking_budget_tokens); // absent => null
try testing.expectEqual(false, def.thinking_interleaved); // default
}
test "parseInto: anthropic thinking disabled" {
var models = emptyModels(testing.allocator);
defer models.deinit();
const src =
\\[anthropic.haiku]
\\model = "claude-haiku-4-5-20251001"
\\thinking = "disabled"
;
try parseInto(&models, src);
const def = models.defs.get("anthropic", "haiku").?;
try testing.expectEqual(Thinking.disabled, def.thinking);
}
test "parseInto: anthropic thinking defaults when absent" {
var models = emptyModels(testing.allocator);
defer models.deinit();
const src =
\\[anthropic.base]
\\model = "claude-sonnet-4-20250514"
;
try parseInto(&models, src);
const def = models.defs.get("anthropic", "base").?;
try testing.expectEqual(Thinking.disabled, def.thinking);
try testing.expectEqual(Effort.medium, def.effort);
try testing.expectEqual(@as(?u32, null), def.thinking_budget_tokens);
try testing.expectEqual(false, def.thinking_interleaved);
}
test "parseInto: effort xhigh and max parse" {
var models = emptyModels(testing.allocator);
defer models.deinit();
const src =
\\[anthropic.opus-xhigh]
\\model = "claude-opus-4-7"
\\thinking = "adaptive"
\\effort = "xhigh"
\\[anthropic.opus-max]
\\model = "claude-opus-4-6"
\\thinking = "adaptive"
\\effort = "max"
;
try parseInto(&models, src);
try testing.expectEqual(Effort.xhigh, models.defs.get("anthropic", "opus-xhigh").?.effort);
try testing.expectEqual(Effort.max, models.defs.get("anthropic", "opus-max").?.effort);
}
|