SYMBOL INDEX (1736 symbols across 203 files)

FILE: examples/callback/repair_main.py
  function parse_output (line 11) | def parse_output(raw_output: str) -> ParsedOutput:

FILE: examples/demos/repair_main.py
  function parse_output (line 11) | def parse_output(raw_output: str) -> ParsedOutput:

FILE: examples/optimizer/fever_evaluator.py
  class FEVEREvaluator (line 8) | class FEVEREvaluator(OptimizerEvaluator):
    method __init__ (line 9) | def __init__(
    method get_scope (line 17) | def get_scope(self) -> ScopeType:
    method extract_answer (line 66) | def extract_answer(self, document: str) -> bool | None:
    method score (line 85) | def score(self, document: str, ground_truth: Any) -> float:

FILE: examples/optimizer/gsm8k_evaluator.py
  class Gsm8kEvaluator (line 9) | class Gsm8kEvaluator(OptimizerEvaluator):
    method __init__ (line 10) | def __init__(
    method get_scope (line 17) | def get_scope(self) -> ScopeType:
    method score (line 67) | def score(self, document: str, ground_truth: Any) -> float:

FILE: examples/optimizer/gsmhard_evaluator.py
  function is_float (line 9) | def is_float(s: str | float) -> str:
  class GsmHardEvaluator (line 17) | class GsmHardEvaluator(OptimizerEvaluator):
    method __init__ (line 18) | def __init__(
    method get_scope (line 26) | def get_scope(self) -> ScopeType:
    method score (line 77) | def score(self, document: str, ground_truth: Any) -> float:

FILE: examples/optimizer/mbpp_dataset.py
  class SelectableList (line 11) | class SelectableList(list):
    method select (line 12) | def select(self, iterable):
  class MBPPDataset (line 16) | class MBPPDataset(dict):
    method __init__ (line 17) | def __init__(self, dataset_path: str) -> None:
    method __getitem__ (line 82) | def __getitem__(self, key):
    method __setitem__ (line 85) | def __setitem__(self, key, val) -> None:

FILE: examples/optimizer/mbpp_evaluator.py
  class MBPPEvaluator (line 12) | class MBPPEvaluator(OptimizerEvaluator):
    method __init__ (line 13) | def __init__(
    method get_scope (line 21) | def get_scope(self) -> ScopeType:
    method extract_answer (line 61) | def extract_answer(self, document: str) -> str:
    method score (line 68) | def score(self, document: str, ground_truth: Any) -> float:

FILE: examples/optimizer/process_fever.py
  function clean_fever (line 46) | def clean_fever(text: str) -> str:
  function search_new (line 67) | def search_new(
  function searcher (line 93) | def searcher(row: dict[str, Any], auto_suggest: bool):
  function remove_accents (line 106) | def remove_accents(x: str) -> str:
  function evidence_mapper (line 172) | def evidence_mapper(evidence: list[tuple]):
  function evidence_mapper_sentence (line 184) | def evidence_mapper_sentence(evidences: list[tuple[str, int]]):
  function search (line 316) | def search(query: str) -> tuple:
  function trajectorize (line 325) | def trajectorize(row: dict[str, Any]) -> dict[str, Any]:
  function sentencify (line 417) | def sentencify(row: dict[str, Any]) -> dict[str, str]:

FILE: examples/optimizer/process_grammar_correction.py
  function save_jsonl (line 28) | def save_jsonl(dataset, path: Path) -> None:

FILE: examples/optimizer/process_gsm8k.py
  function parse_answers (line 31) | def parse_answers(row: dict[str, Any]) -> dict[str, Any]:
  function react_trajectory (line 48) | def react_trajectory(row: dict[str, Any]) -> dict[str, list[str]]:
  function rewoo_trajectory (line 101) | def rewoo_trajectory(row: dict[str, Any]) -> dict[str, list[str]]:

FILE: examples/optimizer/process_mbpp.py
  function trajectify (line 30) | def trajectify(row: dict[str, Any]) -> dict[str, list[str]]:

FILE: examples/rag/rag.py
  function parse (line 8) | def parse(filename: str, chunk_size: int, chunk_overlap: int) -> list[str]:
  function rag_index (line 29) | def rag_index(
  function get_or_create_client (line 76) | def get_or_create_client(database_name: str):
  function rag_retrieve (line 89) | def rag_retrieve(

FILE: examples/tutorial/sdk/hello_dict.py
  function main (line 4) | def main():

FILE: examples/tutorial/sdk/hello_file.py
  function main (line 4) | def main():

FILE: examples/tutorial/sdk/hello_parallel.py
  function _run_agent (line 13) | def _run_agent(name):

FILE: examples/tutorial/sdk/hello_prog.py
  function main (line 5) | def main():

FILE: examples/tutorial/sdk/hello_str.py
  function main (line 13) | def main():

FILE: examples/tutorial/sdk/run_pdl.py
  function my_pdl_program (line 5) | def my_pdl_program(scope):
  function another (line 14) | def another(scope):
  function main (line 24) | def main():

FILE: pdl-live-react/demos/beeai/test1.py
  function main (line 9) | async def main() -> None:

FILE: pdl-live-react/src-tauri/build.rs
  function main (line 1) | fn main() {

FILE: pdl-live-react/src-tauri/src/cli.rs
  function setup (line 12) | pub fn setup(app: &mut tauri::App) -> Result<bool, Box<dyn ::std::error:...

FILE: pdl-live-react/src-tauri/src/commands/interpreter.rs
  function run_pdl_program (line 4) | pub async fn run_pdl_program(program: String) -> Result<String, String> {

FILE: pdl-live-react/src-tauri/src/commands/read_trace.rs
  function read_trace (line 5) | pub fn read_trace(trace_file: &str) -> Result<Vec<u8>, String> {

FILE: pdl-live-react/src-tauri/src/commands/replay_prep.rs
  function replay_prep (line 10) | pub async fn replay_prep(

FILE: pdl-live-react/src-tauri/src/compile/beeai.rs
  type BeeAiInputStateDict (line 32) | struct BeeAiInputStateDict {
  type BeeAiInputState (line 37) | struct BeeAiInputState {
  type BeeAiInput (line 42) | struct BeeAiInput {
  type BeeAiToolSchema (line 54) | struct BeeAiToolSchema {
  type BeeAiToolState (line 58) | struct BeeAiToolState {
  type BeeAiTool (line 65) | struct BeeAiTool {
  type BeeAiLlmParametersState (line 72) | struct BeeAiLlmParametersState {
  type BeeAiLlmParameters (line 77) | struct BeeAiLlmParameters {
  type BeeAiWorkflowStepStateAgentMetadataStateDict (line 82) | struct BeeAiWorkflowStepStateAgentMetadataStateDict {
  type BeeAiWorkflowStepStateAgentMetadataState (line 93) | struct BeeAiWorkflowStepStateAgentMetadataState {
  type BeeAiWorkflowStepStateAgentMetadata (line 98) | struct BeeAiWorkflowStepStateAgentMetadata {
  type BeeAiWorkflowStepStateDict (line 103) | struct BeeAiWorkflowStepStateDict {
  type BeeAiWorkflowStepState (line 107) | struct BeeAiWorkflowStepState {
  type BeeAiWorkflowStep (line 112) | struct BeeAiWorkflowStep {
  type BeeAiWorkflowInner (line 117) | struct BeeAiWorkflowInner {
  type BeeAiWorkflow (line 124) | struct BeeAiWorkflow {
  type BeeAiProgram (line 128) | struct BeeAiProgram {
  function a_tool (line 133) | fn a_tool(tool: &BeeAiToolState) -> Value {
  function strip_nulls (line 149) | fn strip_nulls(parameters: &HashMap<String, Value>) -> HashMap<String, V...
  function strip_nulls2 (line 160) | fn strip_nulls2(parameters: &Map<String, Value>) -> Map<String, Value> {
  function with_tools (line 171) | fn with_tools(
  function call_tools (line 193) | fn call_tools(model: &String, parameters: &HashMap<String, Value>) -> Pd...
  function json_loads (line 278) | fn json_loads(
  function json_schema_type_to_pdl_type (line 309) | fn json_schema_type_to_pdl_type(spec: &Value) -> PdlType {
  function json_schema_to_pdl (line 353) | fn json_schema_to_pdl(properties: &HashMap<String, Value>) -> HashMap<St...
  function pdl_args_schema (line 360) | fn pdl_args_schema(schema: HashMap<String, PdlType>) -> HashMap<String, ...
  function tool_imports (line 366) | fn tool_imports(object: &String) -> (&str, &str) {
  function python_source_to_json (line 374) | fn python_source_to_json(source_file_path: &str, debug: bool) -> Result<...
  function compile (line 403) | pub fn compile(source_file_path: &str, debug: bool) -> Result<PdlBlock, ...
  function compile_to_file (line 637) | pub fn compile_to_file(

FILE: pdl-live-react/src-tauri/src/gui.rs
  function new_window (line 4) | pub fn new_window(

FILE: pdl-live-react/src-tauri/src/lib.rs
  function run (line 12) | pub fn run() {

FILE: pdl-live-react/src-tauri/src/main.rs
  function main (line 4) | fn main() {

FILE: pdl-live-react/src-tauri/src/pdl/ast.rs
  type Role (line 11) | pub enum Role {
  type RegexMode (line 24) | pub enum RegexMode {
  type RegexParser (line 39) | pub struct RegexParser {
  type PdlParser (line 52) | pub enum PdlParser {
  type PdlBaseType (line 64) | pub enum PdlBaseType {
  type PdlOptionalType (line 76) | pub struct PdlOptionalType {
  type PdlType (line 82) | pub enum PdlType {
  type Timing (line 90) | pub struct Timing {
    method now (line 99) | fn now() -> Result<u64, TimingError> {
    method start (line 105) | pub fn start() -> Result<Timing, TimingError> {
    method end (line 112) | pub fn end(&mut self) -> Result<(), TimingError> {
  type TimingError (line 97) | type TimingError = Box<dyn Error + Send + Sync>;
  type Metadata (line 122) | pub struct Metadata {
  type CallBlock (line 159) | pub struct CallBlock {
    method new (line 171) | pub fn new(call: String) -> Self {
  type SequencingBlock (line 180) | pub trait SequencingBlock {
    method kind (line 181) | fn kind(&self) -> &str;
    method role (line 182) | fn role(&self) -> &Option<Role>;
    method items (line 183) | fn items(&self) -> &Vec<PdlBlock>;
    method with_items (line 184) | fn with_items(&self, items: Vec<PdlBlock>) -> Self;
    method parser (line 185) | fn parser(&self) -> &Option<PdlParser>;
    method to_block (line 186) | fn to_block(&self) -> Body;
    method result_for (line 187) | fn result_for(&self, output_results: Vec<PdlResult>) -> PdlResult;
    method messages_for (line 188) | fn messages_for<T: Clone>(&self, output_messages: &Vec<T>) -> Vec<T>;
    method kind (line 206) | fn kind(&self) -> &str {
    method role (line 209) | fn role(&self) -> &Option<Role> {
    method items (line 212) | fn items(&self) -> &Vec<PdlBlock> {
    method with_items (line 215) | fn with_items(&self, items: Vec<PdlBlock>) -> Self {
    method parser (line 220) | fn parser(&self) -> &Option<PdlParser> {
    method to_block (line 223) | fn to_block(&self) -> Body {
    method result_for (line 226) | fn result_for(&self, output_results: Vec<PdlResult>) -> PdlResult {
    method messages_for (line 232) | fn messages_for<T: Clone>(&self, output_messages: &Vec<T>) -> Vec<T> {
    method kind (line 259) | fn kind(&self) -> &str {
    method role (line 262) | fn role(&self) -> &Option<Role> {
    method items (line 265) | fn items(&self) -> &Vec<PdlBlock> {
    method with_items (line 268) | fn with_items(&self, items: Vec<PdlBlock>) -> Self {
    method parser (line 273) | fn parser(&self) -> &Option<PdlParser> {
    method to_block (line 276) | fn to_block(&self) -> Body {
    method result_for (line 279) | fn result_for(&self, output_results: Vec<PdlResult>) -> PdlResult {
    method messages_for (line 291) | fn messages_for<T: Clone>(&self, output_messages: &Vec<T>) -> Vec<T> {
  type LastOfBlock (line 194) | pub struct LastOfBlock {
  type TextBlock (line 245) | pub struct TextBlock {
  type FunctionBlock (line 298) | pub struct FunctionBlock {
  type PdlUsage (line 305) | pub struct PdlUsage {
  type ModelBlock (line 321) | pub struct ModelBlock {
  type ListOrString (line 345) | pub enum ListOrString {
  type IterationType (line 351) | pub enum IterationType {
  type JoinAs (line 363) | pub struct JoinAs {
  type JoinAsWith (line 368) | pub struct JoinAsWith {
  type JoinType (line 376) | pub enum JoinType {
  type RepeatBlock (line 393) | pub struct RepeatBlock {
  type MessageBlock (line 409) | pub struct MessageBlock {
  type ObjectBlock (line 434) | pub struct ObjectBlock {
  type DataBlock (line 462) | pub struct DataBlock {
  type PythonCodeBlock (line 485) | pub struct PythonCodeBlock {
  type StringOrNull (line 495) | pub enum StringOrNull {
  type ReadBlock (line 515) | pub struct ReadBlock {
  type StringOrBoolean (line 531) | pub enum StringOrBoolean {
  type Expr (line 537) | pub struct Expr<S, T> {
  type EvalsTo (line 547) | pub enum EvalsTo<S, T> {
  method default (line 554) | fn default() -> Self {
  function from (line 560) | fn from(s: &str) -> Self {
  function from (line 565) | fn from(s: String) -> Self {
  type IfBlock (line 583) | pub struct IfBlock {
  type ArrayBlock (line 604) | pub struct ArrayBlock {
  type IncludeBlock (line 612) | pub struct IncludeBlock {
  type ImportBlock (line 623) | pub struct ImportBlock {
  type EmptyBlock (line 634) | pub struct EmptyBlock {
  type PdlBlock (line 641) | pub enum PdlBlock {
    method from (line 684) | fn from(b: bool) -> Self {
    method from (line 690) | fn from(s: &str) -> Self {
    method from (line 696) | fn from(s: String) -> Self {
  type Block (line 654) | pub struct Block {
  type Body (line 666) | pub enum Body {
  function from (line 702) | fn from(s: &str) -> Self {
  type Scope (line 707) | pub type Scope = HashMap<String, PdlResult>;
  type Closure (line 710) | pub struct Closure {
  type PdlResult (line 717) | pub enum PdlResult {
    method fmt (line 727) | fn fmt(&self, f: &mut ::std::fmt::Formatter) -> ::std::fmt::Result {
    method from (line 733) | fn from(s: &str) -> Self {
    method from (line 738) | fn from(s: String) -> Self {
    method from (line 743) | fn from(b: &bool) -> Self {
    method from (line 748) | fn from(n: Number) -> Self {
  method eq (line 753) | fn eq(&self, other: &Self) -> bool {

FILE: pdl-live-react/src-tauri/src/pdl/extract.rs
  function extract_models (line 6) | pub fn extract_models(program: &PdlBlock) -> Vec<String> {
  function extract_values (line 11) | pub fn extract_values(program: &PdlBlock, field: &str) -> Vec<String> {
  function extract_values_iter (line 23) | fn extract_values_iter(program: &PdlBlock, field: &str, values: &mut Vec...

FILE: pdl-live-react/src-tauri/src/pdl/interpreter.rs
  type Messages (line 34) | type Messages = Vec<ChatMessage>;
  type ThreadSafeError (line 35) | type ThreadSafeError = dyn Error + Send + Sync;
  type PdlError (line 36) | type PdlError = Box<ThreadSafeError>;
  type Interpretation (line 37) | type Interpretation = Result<(PdlResult, Messages, PdlBlock), PdlError>;
  type BodyInterpretation (line 38) | type BodyInterpretation = Result<(PdlResult, Messages, Body), PdlError>;
  type InterpretationSync (line 39) | type InterpretationSync = Result<(PdlResult, Messages, PdlBlock), Box<dy...
  type RunOptions (line 41) | pub struct RunOptions<'a> {
  method default (line 48) | fn default() -> Self {
  type State (line 58) | struct State {
    method new (line 68) | fn new(initial_scope: Scope) -> Self {
    method id (line 79) | fn id(&self) -> String {
    method with_cwd (line 83) | fn with_cwd(&self, cwd: PathBuf) -> Self {
    method with_emit (line 89) | fn with_emit(&self, emit: bool) -> Self {
    method with_iter (line 95) | fn with_iter(&self, iter: usize) -> Self {
    method incr_iter (line 101) | fn incr_iter(&self, iter: usize) -> Self {
    method extend_scope (line 108) | fn extend_scope(&self, scopes: Vec<Scope>) -> Self {
  type Interpreter (line 115) | struct Interpreter<'a> {
  function new (line 122) | fn new(options: RunOptions<'a>) -> Self {
  function _run_with_state (line 140) | async fn _run_with_state(
  function run_advanced (line 199) | async fn run_advanced(&mut self, block: &Block, state: &mut State) -> In...
  function run_quiet (line 287) | async fn run_quiet(&mut self, program: &PdlBlock, state: &mut State) -> ...
  function run (line 293) | async fn run(&mut self, program: &PdlBlock, state: &mut State) -> Interp...
  function eval (line 299) | fn eval(&self, expr: &String, state: &State) -> Result<PdlResult, PdlErr...
  function eval_string (line 316) | fn eval_string(
  function eval_string_to_string (line 329) | fn eval_string_to_string(
  function eval_to_bool (line 341) | fn eval_to_bool(
  function eval_to_string (line 368) | fn eval_to_string(&self, expr: &String, state: &State) -> Result<String,...
  function eval_json (line 379) | fn eval_json(&self, expr: &Value, state: &State) -> Result<PdlResult, Pd...
  function eval_list_or_string (line 402) | fn eval_list_or_string(
  function closure (line 428) | fn closure(&self, f: &FunctionBlock, state: &State) -> Closure {
  function run_string (line 436) | async fn run_string(&self, msg: &String, state: &State) -> Interpretation {
  function path_to (line 461) | fn path_to(&self, file_path: &String, state: &State) -> PathBuf {
  function def (line 471) | fn def(
  function run_read (line 509) | async fn run_read(
  function run_call (line 559) | async fn run_call(
  function run_empty (line 594) | async fn run_empty(&mut self, block: &EmptyBlock, state: &mut State) -> ...
  function run_if (line 610) | async fn run_if(
  function run_include (line 640) | async fn run_include(
  function run_import (line 667) | async fn run_import(
  function to_ollama_model_options (line 693) | fn to_ollama_model_options(
  function run_python_code (line 754) | async fn run_python_code(
  function tool_call_prompt (line 845) | fn tool_call_prompt(
  function run_ollama_model (line 880) | async fn run_ollama_model(
  function run_openai_model (line 990) | async fn run_openai_model(
  function run_model (line 1037) | async fn run_model(
  function run_data (line 1137) | async fn run_data(
  function run_object (line 1187) | async fn run_object(
  function run_repeat (line 1217) | async fn run_repeat(
  function to_ollama_role (line 1265) | fn to_ollama_role(&self, role: &Role) -> MessageRole {
  function from_ollama_role (line 1274) | fn from_ollama_role(&self, role: &MessageRole) -> Role {
  function parse_result (line 1283) | fn parse_result(&self, parser: &PdlParser, result: &String) -> Result<Pd...
  function process_defs (line 1327) | async fn process_defs(
  function run_sequence (line 1348) | async fn run_sequence(
  function run_array (line 1411) | async fn run_array(
  function run_message (line 1437) | async fn run_message(
  function run (line 1486) | pub async fn run<'a>(
  function run_sync (line 1511) | pub fn run_sync<'a>(
  function parse_file (line 1522) | pub fn parse_file(path: &PathBuf) -> Result<PdlBlock, PdlError> {
  function run_file (line 1526) | pub async fn run_file<'a>(
  function run_file_sync (line 1539) | pub fn run_file_sync<'a>(
  function run_string (line 1548) | pub async fn run_string<'a>(
  function run_json (line 1557) | pub async fn run_json<'a>(
  function run_json_sync (line 1566) | pub fn run_json_sync<'a>(
  function pretty_print (line 1575) | pub fn pretty_print(messages: &Vec<ChatMessage>) -> String {
  function resultify (line 1601) | fn resultify(value: &Value) -> PdlResult {
  function resultify_as_litellm (line 1617) | fn resultify_as_litellm(value: &Value) -> PdlResult {
  function load_scope (line 1625) | pub fn load_scope(
  function get_paths (line 1662) | fn get_paths(env_variable_name: &str) -> impl Iterator<Item = String> + ...
  function split_paths (line 1679) | pub(crate) fn split_paths<T: AsRef<std::ffi::OsStr> + ?Sized>(
  constant __version__ (line 1695) | const __version__: u32 = 1;
  type BaseModel (line 1700) | struct BaseModel {}
  type Field (line 1708) | struct Field {}
  type ValidationError (line 1716) | struct ValidationError {}
  type InstanceOf (line 1724) | struct InstanceOf {}
  type ConfigDict (line 1732) | struct ConfigDict {}
  function SettingsConfigDict (line 1745) | fn SettingsConfigDict(_rest: FuncArgs, _vm: &VirtualMachine) -> PyResult...
  type BaseSettings (line 1752) | struct BaseSettings {}

FILE: pdl-live-react/src-tauri/src/pdl/interpreter_tests.rs
  constant DEFAULT_MODEL (line 13) | const DEFAULT_MODEL: &'static str = "ollama/granite4:micro";
  function streaming (line 15) | fn streaming<'a>() -> RunOptions<'a> {
  function initial_scope (line 27) | fn initial_scope() -> Scope {
  function string (line 32) | fn string() -> Result<(), Box<dyn Error>> {
  function string_via_initial_scope (line 41) | fn string_via_initial_scope() -> Result<(), Box<dyn Error>> {
  function single_model_via_input_string (line 61) | fn single_model_via_input_string() -> Result<(), Box<dyn Error>> {
  function single_model_via_text_chain_expr (line 83) | fn single_model_via_text_chain_expr() -> Result<(), Box<dyn Error>> {
  function single_model_via_text_chain (line 103) | fn single_model_via_text_chain() -> Result<(), Box<dyn Error>> {
  function single_model_via_input_array (line 123) | fn single_model_via_input_array() -> Result<(), Box<dyn Error>> {
  function two_models_via_text_chain (line 150) | fn two_models_via_text_chain() -> Result<(), Box<dyn Error>> {
  function text_parser_json (line 190) | fn text_parser_json() -> Result<(), Box<dyn Error>> {
  function text_parser_jsonl (line 209) | fn text_parser_jsonl() -> Result<(), Box<dyn Error>> {
  function last_of_parser_json (line 232) | fn last_of_parser_json() -> Result<(), Box<dyn Error>> {
  function text_call_function_no_args (line 249) | fn text_call_function_no_args() -> Result<(), Box<dyn Error>> {
  function text_call_function_with_args (line 275) | fn text_call_function_with_args() -> Result<(), Box<dyn Error>> {
  function text_python_code_result_int (line 303) | fn text_python_code_result_int() -> Result<(), Box<dyn Error>> {
  function text_python_code_result_str (line 317) | fn text_python_code_result_str() -> Result<(), Box<dyn Error>> {
  function text_python_code_result_dict (line 331) | fn text_python_code_result_dict() -> Result<(), Box<dyn Error>> {
  function text_python_two_code_result_dict (line 345) | fn text_python_two_code_result_dict() -> Result<(), Box<dyn Error>> {
  function text_python_code_import_venv (line 368) | fn text_python_code_import_venv() -> Result<(), Box<dyn Error>> {
  function text_read_file_text (line 384) | fn text_read_file_text() -> Result<(), Box<dyn Error>> {
  function text_read_file_struct (line 398) | fn text_read_file_struct() -> Result<(), Box<dyn Error>> {
  function text_repeat_numbers_1d (line 421) | fn text_repeat_numbers_1d() -> Result<(), Box<dyn Error>> {
  function text_repeat_numbers_2d (line 445) | fn text_repeat_numbers_2d() -> Result<(), Box<dyn Error>> {
  function text_repeat_mix_2d (line 470) | fn text_repeat_mix_2d() -> Result<(), Box<dyn Error>> {
  function text_if_true (line 495) | fn text_if_true() -> Result<(), Box<dyn Error>> {
  function text_if_false (line 509) | fn text_if_false() -> Result<(), Box<dyn Error>> {
  function text_if_with_defs (line 524) | fn text_if_with_defs() -> Result<(), Box<dyn Error>> {
  function text_object_via_defs_1 (line 542) | fn text_object_via_defs_1() -> Result<(), Box<dyn Error>> {
  function text_object_via_defs_2 (line 564) | fn text_object_via_defs_2() -> Result<(), Box<dyn Error>> {
  function include (line 590) | fn include() -> Result<(), Box<dyn Error>> {
  function data_1 (line 603) | fn data_1() -> Result<(), Box<dyn Error>> {
  function data_2 (line 616) | fn data_2() -> Result<(), Box<dyn Error>> {
  function data_3 (line 629) | fn data_3() -> Result<(), Box<dyn Error>> {
  function data_4 (line 642) | fn data_4() -> Result<(), Box<dyn Error>> {
  function import_1 (line 655) | fn import_1() -> Result<(), Box<dyn Error>> {
  function scoping_1 (line 668) | fn scoping_1() -> Result<(), Box<dyn Error>> {
  function regex_findall (line 683) | fn regex_findall() -> Result<(), Box<dyn Error>> {
  function regex_plain_1 (line 704) | fn regex_plain_1() -> Result<(), Box<dyn Error>> {
  function regex_plain_2 (line 725) | fn regex_plain_2() -> Result<(), Box<dyn Error>> {
  function bee_1 (line 744) | fn bee_1() -> Result<(), Box<dyn Error>> {

FILE: pdl-live-react/src-tauri/src/pdl/pip.rs
  function pip_install_if_needed (line 10) | pub async fn pip_install_if_needed(

FILE: pdl-live-react/src-tauri/src/pdl/pull.rs
  function pull_if_needed (line 20) | pub async fn pull_if_needed(program: &PdlBlock) -> Result<(), Error> {
  function ollama_exists (line 36) | fn ollama_exists(model: &str) -> bool {
  function ollama_pull_if_needed (line 48) | fn ollama_pull_if_needed(model: &str) -> Result<(), Error> {

FILE: pdl-live-react/src-tauri/src/pdl/requirements.rs
  constant BEEAI_FRAMEWORK (line 1) | pub const BEEAI_FRAMEWORK: &str = "-e git+https://github.com/starpit/bee...

FILE: pdl-live-react/src-tauri/src/util/shasum.rs
  function sha256sum_str (line 14) | pub fn sha256sum_str(s: &str) -> String {

FILE: pdl-live-react/src-tauri/tests/data/bee_1.py
  function main (line 9) | async def main() -> None:

FILE: pdl-live-react/src/App.tsx
  function App (line 6) | function App() {

FILE: pdl-live-react/src/demos/demos.ts
  type Demo (line 11) | type Demo = {

FILE: pdl-live-react/src/helpers.ts
  type ExpressionT (line 21) | type ExpressionT<T> = T | string | LocalizedExpression
  type MakeNonNullable (line 23) | type MakeNonNullable<T> = {
  type CodeBlock (line 27) | type CodeBlock =
  type ModelBlock (line 34) | type ModelBlock =
  type ModelBlockWithUsage (line 39) | type ModelBlockWithUsage = ModelBlock & {
  type NonScalarPdlBlock (line 43) | type NonScalarPdlBlock = Exclude<
  type PdlBlockWithResult (line 47) | type PdlBlockWithResult = NonScalarPdlBlock & {
  type WithTiming (line 51) | type WithTiming = Required<
  type PdlBlockWithTiming (line 55) | type PdlBlockWithTiming = NonScalarPdlBlock & { pdl__timing: WithTiming }
  type PdlBlockWithContext (line 57) | type PdlBlockWithContext = Omit<PdlBlockWithTiming, "pdl__context"> & {
  function hasResult (line 62) | function hasResult(block: unknown): block is PdlBlockWithResult {
  function isPdlBlock (line 71) | function isPdlBlock(
  function isNonScalarPdlBlock (line 84) | function isNonScalarPdlBlock(
  function hasParser (line 91) | function hasParser(
  function isMarkdownish (line 104) | function isMarkdownish(s: string): boolean {
  function isTextBlock (line 119) | function isTextBlock(data: PdlBlock): data is TextBlock {
  type TextBlockWithContent (line 124) | type TextBlockWithContent = TextBlock & {
  function isTextBlockWithContent (line 127) | function isTextBlockWithContent(
  function isTextBlockWithArrayContent (line 134) | function isTextBlockWithArrayContent(
  function isLLMBlock (line 141) | function isLLMBlock(data: unknown | PdlBlock): data is ModelBlock {
  function hasScalarResult (line 150) | function hasScalarResult(
  function firstLineOf (line 166) | function firstLineOf(s: string) {
  function nonNullable (line 175) | function nonNullable<T>(value: T): value is NonNullable<T> {
  function hasTimingInformation (line 180) | function hasTimingInformation(
  function hasModelUsage (line 193) | function hasModelUsage(
  function completionRate (line 206) | function completionRate(
  function ptcRatio (line 215) | function ptcRatio(block: ModelBlockWithUsage) {
  function hasContextInformation (line 220) | function hasContextInformation(
  function capitalizeAndUnSnakeCase (line 230) | function capitalizeAndUnSnakeCase(s: string) {
  type MessageBearing (line 241) | type MessageBearing = Omit<import("./pdl_ast").ReadBlock, "message"> & {
  function hasMessage (line 244) | function hasMessage(block: PdlBlock): block is MessageBearing {
  function hasInput (line 248) | function hasInput(block: PdlBlock): block is
  function tryJson (line 262) | function tryJson(s: unknown) {
  function tryJsonPrettyPrint (line 273) | function tryJsonPrettyPrint(s: string) {
  function extractStructuredModelResponse (line 282) | function extractStructuredModelResponse({
  function isArgs (line 323) | function isArgs(block: ArgsBlock | CodeBlock): block is ArgsBlock {
  function extractCode (line 327) | function extractCode({ code }: CodeBlock): string {
  function isExpr (line 339) | function isExpr(e: unknown): e is LocalizedExpression {
  function getValue (line 347) | function getValue<T>(expr: ExpressionT<T>) {
  function extractModel (line 359) | function extractModel(block: ModelBlock): string {

FILE: pdl-live-react/src/page/About.tsx
  function Welcome (line 4) | function Welcome() {

FILE: pdl-live-react/src/page/ClearMyTraces.tsx
  function ClearMyTraces (line 13) | function ClearMyTraces() {

FILE: pdl-live-react/src/page/DarkModeContext.ts
  function getDarkModeUserSetting (line 3) | function getDarkModeUserSetting(): boolean {
  function setDarkModeUserSetting (line 7) | function setDarkModeUserSetting(darkMode: boolean) {
  function setDarkModeForSession (line 11) | function setDarkModeForSession(darkMode: boolean) {

FILE: pdl-live-react/src/page/DarkModeToggle.tsx
  function DarkModeToggle (line 14) | function DarkModeToggle() {

FILE: pdl-live-react/src/page/Demo.tsx
  type Props (line 7) | type Props = {
  function DemosDropdown (line 13) | function DemosDropdown({ current }: { current: string }) {
  function Demo (line 28) | function Demo({ name, value }: Props) {

FILE: pdl-live-react/src/page/DemoNavItems.tsx
  function DemoNavItems (line 7) | function DemoNavItems({

FILE: pdl-live-react/src/page/Demos.tsx
  function DemoTiles (line 14) | function DemoTiles() {
  function Demos (line 61) | function Demos() {

FILE: pdl-live-react/src/page/ErrorBoundary.tsx
  type ErrorResponse (line 12) | type ErrorResponse = {
  function isErrorResponse (line 16) | function isErrorResponse(err: unknown): err is ErrorResponse {
  function message (line 21) | function message(error: unknown) {
  type Props (line 29) | type Props = import("react").PropsWithChildren
  method super (line 34) | super(props)

FILE: pdl-live-react/src/page/Local.tsx
  type Props (line 7) | type Props = {
  function Local (line 11) | function Local() {

FILE: pdl-live-react/src/page/Masthead.tsx
  function Toggle (line 23) | function Toggle() {
  function Brand (line 57) | function Brand() {
  function Main (line 73) | function Main() {
  function Content (line 82) | function Content() {
  function PDLMasthead (line 86) | function PDLMasthead() {

FILE: pdl-live-react/src/page/MyTrace.tsx
  type Props (line 7) | type Props = {
  function MyTracesDropdown (line 13) | function MyTracesDropdown({ current }: { current: string }) {
  function MyTrace (line 28) | function MyTrace({ name, value }: Props) {

FILE: pdl-live-react/src/page/MyTraces.ts
  type MyTrace (line 5) | type MyTrace = {
  function clear (line 13) | function clear() {
  function getMyTraces (line 17) | function getMyTraces(): MyTrace[] {
  function addMyTrace (line 32) | function addMyTrace(filename: string, value: string): MyTrace {

FILE: pdl-live-react/src/page/MyTracesNavItems.tsx
  function MyTracesNavItems (line 12) | function MyTracesNavItems({

FILE: pdl-live-react/src/page/MyTracesPage.tsx
  function MyTiles (line 14) | function MyTiles() {
  function MyTraces (line 64) | function MyTraces() {

FILE: pdl-live-react/src/page/Page.tsx
  function PDLPage (line 25) | function PDLPage(props: Props) {

FILE: pdl-live-react/src/page/PageBreadcrumbDropdown.tsx
  function PageBreadcrumbDropdown (line 9) | function PageBreadcrumbDropdown({

FILE: pdl-live-react/src/page/PageBreadcrumbDropdownItem.tsx
  function PageBreadcrumbDropdownItem (line 5) | function PageBreadcrumbDropdownItem({

FILE: pdl-live-react/src/page/PageBreadcrumbs.tsx
  type PageBreadcrumbProps (line 7) | type PageBreadcrumbProps = {
  function PageBreadcrumbs (line 15) | function PageBreadcrumbs({

FILE: pdl-live-react/src/page/Run.tsx
  function Run (line 28) | function Run() {

FILE: pdl-live-react/src/page/Sidebar.tsx
  function Sidebar (line 14) | function Sidebar() {

FILE: pdl-live-react/src/page/Uploader.tsx
  type Props (line 25) | type Props = {
  function Uploader (line 32) | function Uploader({

FILE: pdl-live-react/src/page/welcome/Intro.tsx
  function Intro (line 3) | function Intro() {

FILE: pdl-live-react/src/page/welcome/Links.tsx
  function Links (line 6) | function Links() {

FILE: pdl-live-react/src/page/welcome/Tile.tsx
  type Props (line 12) | type Props = PropsWithChildren<{
  function Tile (line 22) | function Tile({

FILE: pdl-live-react/src/page/welcome/Tiles.tsx
  type Props (line 7) | type Props = {
  function Tiles (line 13) | function Tiles(props: Props) {

FILE: pdl-live-react/src/page/welcome/Toolbar.tsx
  function WelcomeToolbar (line 7) | function WelcomeToolbar() {

FILE: pdl-live-react/src/page/welcome/Welcome.tsx
  type Props (line 14) | type Props = {
  function Welcome (line 20) | function Welcome(props: Props) {

FILE: pdl-live-react/src/page/welcome/tiles/Demos.tsx
  function Demos (line 9) | function Demos() {

FILE: pdl-live-react/src/page/welcome/tiles/MyTraces.tsx
  function MyTraces (line 12) | function MyTraces() {

FILE: pdl-live-react/src/pdl_ast.d.ts
  type PDLSchemas (line 8) | type PDLSchemas = Program | PdlBlock
  type Program (line 12) | type Program =
  type ExpressionBlock (line 44) | type ExpressionBlock = boolean | number | string | null
  type Enum (line 45) | type Enum = unknown[]
  type PdlTypeType (line 46) | type PdlTypeType =
  type Type (line 71) | type Type = string | string[]
  type BlockType (line 72) | type BlockType =
  type ContributeElement (line 104) | type ContributeElement =
  type ContributeTarget (line 113) | type ContributeTarget = "result" | "context" | "stdout" | "stderr"
  type Contribute (line 118) | type Contribute = ContributeElement[]
  type ParserType (line 119) | type ParserType =
  type Regex (line 123) | type Regex = string
  type Mode (line 124) | type Mode = "search" | "match" | "fullmatch" | "split" | "findall"
  type Feedback (line 125) | type Feedback = LocalizedExpression | FunctionBlock | string | null
  type Path (line 126) | type Path = string[]
  type File (line 127) | type File = string
  type ExpectationsType (line 132) | type ExpectationsType = ExpectationType[]
  type ModelInput (line 133) | type ModelInput = {
  type PdlIsLeaf (line 136) | type PdlIsLeaf = true
  type Kind (line 137) | type Kind = "call"
  type Call (line 142) | type Call = LocalizedExpression | FunctionBlock | string
  type Contribute1 (line 147) | type Contribute1 = ContributeElement[]
  type ExpectationsType1 (line 152) | type ExpectationsType1 = ExpectationType[]
  type PdlIsLeaf1 (line 153) | type PdlIsLeaf1 = true
  type Kind1 (line 154) | type Kind1 = "model"
  type Contribute2 (line 159) | type Contribute2 = ContributeElement[]
  type ExpectationsType2 (line 164) | type ExpectationsType2 = ExpectationType[]
  type PdlIsLeaf2 (line 165) | type PdlIsLeaf2 = true
  type Kind2 (line 166) | type Kind2 = "model"
  type Contribute3 (line 171) | type Contribute3 = ContributeElement[]
  type ExpectationsType3 (line 176) | type ExpectationsType3 = ExpectationType[]
  type PdlIsLeaf3 (line 177) | type PdlIsLeaf3 = true
  type Kind3 (line 178) | type Kind3 = "model"
  type Contribute4 (line 183) | type Contribute4 = ContributeElement[]
  type ExpectationsType4 (line 188) | type ExpectationsType4 = ExpectationType[]
  type PdlIsLeaf4 (line 189) | type PdlIsLeaf4 = true
  type Kind4 (line 190) | type Kind4 = "code"
  type Contribute5 (line 195) | type Contribute5 = ContributeElement[]
  type ExpectationsType5 (line 200) | type ExpectationsType5 = ExpectationType[]
  type PdlIsLeaf5 (line 201) | type PdlIsLeaf5 = true
  type Kind5 (line 202) | type Kind5 = "code"
  type Contribute6 (line 207) | type Contribute6 = ContributeElement[]
  type ExpectationsType6 (line 212) | type ExpectationsType6 = ExpectationType[]
  type PdlIsLeaf6 (line 213) | type PdlIsLeaf6 = true
  type Kind6 (line 214) | type Kind6 = "code"
  type Contribute7 (line 219) | type Contribute7 = ContributeElement[]
  type ExpectationsType7 (line 224) | type ExpectationsType7 = ExpectationType[]
  type PdlIsLeaf7 (line 225) | type PdlIsLeaf7 = true
  type Kind7 (line 226) | type Kind7 = "code"
  type Contribute8 (line 231) | type Contribute8 = ContributeElement[]
  type ExpectationsType8 (line 236) | type ExpectationsType8 = ExpectationType[]
  type PdlIsLeaf8 (line 237) | type PdlIsLeaf8 = true
  type Kind8 (line 238) | type Kind8 = "code"
  type Contribute9 (line 243) | type Contribute9 = ContributeElement[]
  type ExpectationsType9 (line 248) | type ExpectationsType9 = ExpectationType[]
  type PdlIsLeaf9 (line 249) | type PdlIsLeaf9 = true
  type Kind9 (line 250) | type Kind9 = "code"
  type Lang (line 251) | type Lang = "command"
  type ExpressionStr (line 252) | type ExpressionStr = LocalizedExpression | string
  type Args1 (line 257) | type Args1 = ExpressionStr[]
  type Contribute10 (line 262) | type Contribute10 = ContributeElement[]
  type ExpectationsType10 (line 267) | type ExpectationsType10 = ExpectationType[]
  type PdlIsLeaf10 (line 268) | type PdlIsLeaf10 = true
  type Kind10 (line 269) | type Kind10 = "get"
  type Get (line 273) | type Get = string
  type Contribute11 (line 278) | type Contribute11 = ContributeElement[]
  type ExpectationsType11 (line 283) | type ExpectationsType11 = ExpectationType[]
  type PdlIsLeaf11 (line 284) | type PdlIsLeaf11 = true
  type Kind11 (line 285) | type Kind11 = "data"
  type Raw (line 289) | type Raw = boolean
  type Contribute12 (line 294) | type Contribute12 = ContributeElement[]
  type ExpectationsType12 (line 299) | type ExpectationsType12 = ExpectationType[]
  type PdlIsLeaf12 (line 300) | type PdlIsLeaf12 = false
  type IndependentEnum (line 307) | type IndependentEnum = "independent" | "dependent"
  type Kind12 (line 308) | type Kind12 = "if"
  type Contribute13 (line 313) | type Contribute13 = ContributeElement[]
  type ExpectationsType13 (line 318) | type ExpectationsType13 = ExpectationType[]
  type PdlIsLeaf13 (line 319) | type PdlIsLeaf13 = false
  type IndependentEnum1 (line 326) | type IndependentEnum1 = "independent" | "dependent"
  type Kind13 (line 327) | type Kind13 = "match"
  type PatternType (line 328) | type PatternType =
  type Anyof (line 337) | type Anyof = PatternType[]
  type Array (line 338) | type Array = PatternType[]
  type Any (line 339) | type Any = null
  type ExpressionBool (line 340) | type ExpressionBool = LocalizedExpression | boolean | string
  type With (line 345) | type With = MatchCase[]
  type Contribute14 (line 350) | type Contribute14 = ContributeElement[]
  type ExpectationsType14 (line 355) | type ExpectationsType14 = ExpectationType[]
  type PdlIsLeaf14 (line 356) | type PdlIsLeaf14 = false
  type IndependentEnum2 (line 363) | type IndependentEnum2 = "independent" | "dependent"
  type Kind14 (line 364) | type Kind14 = "repeat"
  type For (line 369) | type For = {
  type Contribute15 (line 376) | type Contribute15 = ContributeElement[]
  type ExpectationsType15 (line 381) | type ExpectationsType15 = ExpectationType[]
  type PdlIsLeaf15 (line 382) | type PdlIsLeaf15 = false
  type IndependentEnum3 (line 389) | type IndependentEnum3 = "independent" | "dependent"
  type Kind15 (line 390) | type Kind15 = "map"
  type For1 (line 395) | type For1 = {
  type Contribute16 (line 402) | type Contribute16 = ContributeElement[]
  type ExpectationsType16 (line 407) | type ExpectationsType16 = ExpectationType[]
  type PdlIsLeaf16 (line 408) | type PdlIsLeaf16 = false
  type IndependentEnum4 (line 415) | type IndependentEnum4 = "independent" | "dependent"
  type Kind16 (line 416) | type Kind16 = "sequence"
  type Sequence (line 420) | type Sequence = BlockType[]
  type As (line 425) | type As = "text"
  type With1 (line 430) | type With1 = string
  type As1 (line 435) | type As1 = "array"
  type As2 (line 440) | type As2 = "object"
  type As3 (line 445) | type As3 = "lastOf"
  type As4 (line 446) | type As4 = "reduce"
  type Reduce (line 450) | type Reduce = LocalizedExpression | string
  type Contribute17 (line 455) | type Contribute17 = ContributeElement[]
  type ExpectationsType17 (line 460) | type ExpectationsType17 = ExpectationType[]
  type PdlIsLeaf17 (line 461) | type PdlIsLeaf17 = false
  type IndependentEnum5 (line 468) | type IndependentEnum5 = "independent" | "dependent"
  type Kind17 (line 469) | type Kind17 = "text"
  type Text (line 474) | type Text = BlockType | BlockType[]
  type Contribute18 (line 479) | type Contribute18 = ContributeElement[]
  type ExpectationsType18 (line 484) | type ExpectationsType18 = ExpectationType[]
  type PdlIsLeaf18 (line 485) | type PdlIsLeaf18 = false
  type IndependentEnum6 (line 492) | type IndependentEnum6 = "independent" | "dependent"
  type Kind18 (line 493) | type Kind18 = "lastOf"
  type Lastof (line 497) | type Lastof = BlockType[]
  type Contribute19 (line 502) | type Contribute19 = ContributeElement[]
  type ExpectationsType19 (line 507) | type ExpectationsType19 = ExpectationType[]
  type PdlIsLeaf19 (line 508) | type PdlIsLeaf19 = false
  type IndependentEnum7 (line 515) | type IndependentEnum7 = "independent" | "dependent"
  type Kind19 (line 516) | type Kind19 = "array"
  type Array1 (line 520) | type Array1 = BlockType[]
  type Contribute20 (line 525) | type Contribute20 = ContributeElement[]
  type ExpectationsType20 (line 530) | type ExpectationsType20 = ExpectationType[]
  type PdlIsLeaf20 (line 531) | type PdlIsLeaf20 = false
  type IndependentEnum8 (line 538) | type IndependentEnum8 = "independent" | "dependent"
  type Kind20 (line 539) | type Kind20 = "object"
  type Object2 (line 543) | type Object2 =
  type Contribute21 (line 552) | type Contribute21 = ContributeElement[]
  type ExpectationsType21 (line 557) | type ExpectationsType21 = ExpectationType[]
  type PdlIsLeaf21 (line 558) | type PdlIsLeaf21 = true
  type Kind21 (line 559) | type Kind21 = "message"
  type Contribute22 (line 564) | type Contribute22 = ContributeElement[]
  type ExpectationsType22 (line 569) | type ExpectationsType22 = ExpectationType[]
  type PdlIsLeaf22 (line 570) | type PdlIsLeaf22 = true
  type Kind22 (line 571) | type Kind22 = "read"
  type Multiline (line 576) | type Multiline = boolean
  type Contribute23 (line 581) | type Contribute23 = ContributeElement[]
  type ExpectationsType23 (line 586) | type ExpectationsType23 = ExpectationType[]
  type PdlIsLeaf23 (line 587) | type PdlIsLeaf23 = false
  type IndependentEnum9 (line 594) | type IndependentEnum9 = "independent" | "dependent"
  type Kind23 (line 595) | type Kind23 = "include"
  type Include (line 600) | type Include = string
  type Contribute24 (line 605) | type Contribute24 = ContributeElement[]
  type ExpectationsType24 (line 610) | type ExpectationsType24 = ExpectationType[]
  type PdlIsLeaf24 (line 611) | type PdlIsLeaf24 = true
  type Kind24 (line 612) | type Kind24 = "import"
  type Import (line 617) | type Import = string
  type Contribute25 (line 622) | type Contribute25 = ContributeElement[]
  type ExpectationsType25 (line 627) | type ExpectationsType25 = ExpectationType[]
  type PdlIsLeaf25 (line 628) | type PdlIsLeaf25 = true
  type Kind25 (line 629) | type Kind25 = "factor"
  type Factor (line 634) | type Factor = LocalizedExpression | number | string
  type Resample (line 639) | type Resample = boolean
  type Contribute26 (line 644) | type Contribute26 = ContributeElement[]
  type ExpectationsType26 (line 649) | type ExpectationsType26 = ExpectationType[]
  type PdlIsLeaf26 (line 650) | type PdlIsLeaf26 = true
  type Kind26 (line 651) | type Kind26 = "aggregator"
  type Aggregator (line 655) | type Aggregator = "context" | FileAggregatorConfig
  type Description (line 660) | type Description = string | null
  type File1 (line 664) | type File1 = LocalizedExpression | string
  type Mode1 (line 668) | type Mode1 = LocalizedExpression | string
  type Encoding (line 672) | type Encoding = LocalizedExpression | string | null
  type Prefix (line 676) | type Prefix = LocalizedExpression | string
  type Suffix (line 680) | type Suffix = LocalizedExpression | string
  type Flush (line 684) | type Flush = LocalizedExpression | boolean | string
  type Contribute27 (line 689) | type Contribute27 = ContributeElement[]
  type ExpectationsType27 (line 694) | type ExpectationsType27 = ExpectationType[]
  type PdlIsLeaf27 (line 695) | type PdlIsLeaf27 = true
  type Kind27 (line 696) | type Kind27 = "error"
  type Msg (line 701) | type Msg = string
  type Contribute28 (line 706) | type Contribute28 = ContributeElement[]
  type ExpectationsType28 (line 711) | type ExpectationsType28 = ExpectationType[]
  type PdlIsLeaf28 (line 712) | type PdlIsLeaf28 = true
  type Kind28 (line 713) | type Kind28 = "empty"
  type ExpressionList (line 714) | type ExpressionList = LocalizedExpression | unknown[] | string
  type ExpressionInt (line 715) | type ExpressionInt = LocalizedExpression | number | string
  type PdlTrace (line 716) | type PdlTrace = BlockType[] | null
  type PdlTrace1 (line 717) | type PdlTrace1 = BlockType[] | null
  type ExpressionDictStr (line 718) | type ExpressionDictStr =
  type Lang1 (line 728) | type Lang1 = "command"
  type Lang2 (line 733) | type Lang2 = "pdl"
  type Lang3 (line 738) | type Lang3 = "jinja"
  type Lang4 (line 743) | type Lang4 = "ipython"
  type Lang5 (line 748) | type Lang5 = "python"
  type ModelCalls (line 749) | type ModelCalls = number
  type CompletionTokens (line 750) | type CompletionTokens = number
  type PromptTokens (line 751) | type PromptTokens = number
  type Platform (line 756) | type Platform = "openai"
  type Parameters (line 761) | type Parameters =
  type ApiKey (line 769) | type ApiKey = string | null
  type BaseUrl (line 770) | type BaseUrl = string | null
  type Organization (line 771) | type Organization = string | null
  type Platform1 (line 776) | type Platform1 = "granite-io"
  type Parameters1 (line 781) | type Parameters1 =
  type Platform2 (line 792) | type Platform2 = "litellm"
  type Parameters2 (line 797) | type Parameters2 =
  type Timeout (line 805) | type Timeout = number | string | null
  type Temperature (line 806) | type Temperature = number | string | null
  type TopP (line 807) | type TopP = number | string | null
  type N (line 808) | type N = number | string | null
  type Stop (line 809) | type Stop = string | string[] | null
  type MaxTokens (line 810) | type MaxTokens = number | string | null
  type PresencePenalty (line 811) | type PresencePenalty = number | string | null
  type FrequencyPenalty (line 812) | type FrequencyPenalty = number | string | null
  type LogitBias (line 813) | type LogitBias =
  type User (line 819) | type User = string | null
  type ResponseFormat (line 820) | type ResponseFormat =
  type Seed (line 826) | type Seed = number | string | null
  type Tools (line 827) | type Tools = unknown[] | string | null
  type ToolChoice (line 828) | type ToolChoice =
  type Logprobs (line 834) | type Logprobs = boolean | string | null
  type TopLogprobs (line 835) | type TopLogprobs = number | string | null
  type ParallelToolCalls (line 836) | type ParallelToolCalls = boolean | string | null
  type ExtraHeaders (line 837) | type ExtraHeaders =
  type Functions (line 843) | type Functions = unknown[] | string | null
  type FunctionCall (line 844) | type FunctionCall = string | null
  type BaseUrl1 (line 845) | type BaseUrl1 = string | null
  type ApiVersion (line 846) | type ApiVersion = string | null
  type ApiKey1 (line 847) | type ApiKey1 = string | null
  type ModelList (line 848) | type ModelList = unknown[] | string | null
  type MockResponse (line 849) | type MockResponse = string | null
  type CustomLlmProvider (line 850) | type CustomLlmProvider = string | null
  type MaxRetries (line 851) | type MaxRetries = number | string | null
  type Contribute29 (line 856) | type Contribute29 = ContributeElement[]
  type ExpectationsType29 (line 861) | type ExpectationsType29 = ExpectationType[]
  type PdlIsLeaf29 (line 862) | type PdlIsLeaf29 = true
  type Kind29 (line 863) | type Kind29 = "function"
  type Function (line 868) | type Function = {
  type Signature (line 875) | type Signature = string | null
  type PdlBlock (line 882) | type PdlBlock =
  type FunctionBlock (line 918) | interface FunctionBlock {
  type EnumPdlType (line 1044) | interface EnumPdlType {
  type OptionalPdlType (line 1051) | interface OptionalPdlType {
  type JsonSchemaTypePdlType (line 1057) | interface JsonSchemaTypePdlType {
  type ObjectPdlType (line 1064) | interface ObjectPdlType {
  type Object (line 1067) | interface Object {
  type Defs (line 1074) | interface Defs {
  type CallBlock (line 1080) | interface CallBlock {
  type Defs1 (line 1172) | interface Defs1 {
  type ContributeValue (line 1178) | interface ContributeValue {
  type PdlParser (line 1184) | interface PdlParser {
  type RegexParser (line 1216) | interface RegexParser {
  type ExpectationType (line 1249) | interface ExpectationType {
  type LocalizedExpression (line 1253) | interface LocalizedExpression {
  type PdlExpr (line 1258) | interface PdlExpr {
  type PdlLocationType (line 1264) | interface PdlLocationType {
  type Table (line 1269) | interface Table {
  type PdlTiming (line 1275) | interface PdlTiming {
  type LitellmModelBlock (line 1291) | interface LitellmModelBlock {
  type Defs2 (line 1439) | interface Defs2 {
  type GraniteioModelBlock (line 1445) | interface GraniteioModelBlock {
  type Defs3 (line 1585) | interface Defs3 {
  type OpenaiModelBlock (line 1600) | interface OpenaiModelBlock {
  type Defs4 (line 1748) | interface Defs4 {
  type PythonCodeBlock (line 1763) | interface PythonCodeBlock {
  type Defs5 (line 1894) | interface Defs5 {
  type IPythonCodeBlock (line 1908) | interface IPythonCodeBlock {
  type Defs6 (line 2039) | interface Defs6 {
  type JinjaCodeBlock (line 2054) | interface JinjaCodeBlock {
  type Defs7 (line 2190) | interface Defs7 {
  type PdlCodeBlock (line 2208) | interface PdlCodeBlock {
  type Defs8 (line 2339) | interface Defs8 {
  type CommandCodeBlock (line 2352) | interface CommandCodeBlock {
  type Defs9 (line 2483) | interface Defs9 {
  type ArgsBlock (line 2497) | interface ArgsBlock {
  type Defs10 (line 2588) | interface Defs10 {
  type GetBlock (line 2596) | interface GetBlock {
  type Defs11 (line 2686) | interface Defs11 {
  type DataBlock (line 2713) | interface DataBlock {
  type Defs12 (line 2804) | interface Defs12 {
  type IfBlock (line 2820) | interface IfBlock {
  type Defs13 (line 2956) | interface Defs13 {
  type MatchBlock (line 2979) | interface MatchBlock {
  type Defs14 (line 3071) | interface Defs14 {
  type MatchCase (line 3077) | interface MatchCase {
  type OrPattern (line 3088) | interface OrPattern {
  type ArrayPattern (line 3095) | interface ArrayPattern {
  type ObjectPattern (line 3102) | interface ObjectPattern {
  type Object1 (line 3106) | interface Object1 {
  type AnyPattern (line 3112) | interface AnyPattern {
  type RepeatBlock (line 3142) | interface RepeatBlock {
  type Defs15 (line 3295) | interface Defs15 {
  type MapBlock (line 3322) | interface MapBlock {
  type Defs16 (line 3470) | interface Defs16 {
  type SequenceBlock (line 3476) | interface SequenceBlock {
  type Defs17 (line 3572) | interface Defs17 {
  type JoinText (line 3578) | interface JoinText {
  type JoinArray (line 3585) | interface JoinArray {
  type JoinObject (line 3591) | interface JoinObject {
  type JoinLastOf (line 3597) | interface JoinLastOf {
  type JoinReduce (line 3603) | interface JoinReduce {
  type TextBlock (line 3610) | interface TextBlock {
  type Defs18 (line 3701) | interface Defs18 {
  type LastOfBlock (line 3707) | interface LastOfBlock {
  type Defs19 (line 3798) | interface Defs19 {
  type ArrayBlock (line 3804) | interface ArrayBlock {
  type Defs20 (line 3895) | interface Defs20 {
  type ObjectBlock (line 3901) | interface ObjectBlock {
  type Defs21 (line 3992) | interface Defs21 {
  type MessageBlock (line 3998) | interface MessageBlock {
  type Defs22 (line 4134) | interface Defs22 {
  type ReadBlock (line 4152) | interface ReadBlock {
  type Defs23 (line 4252) | interface Defs23 {
  type IncludeBlock (line 4258) | interface IncludeBlock {
  type Defs24 (line 4350) | interface Defs24 {
  type ImportBlock (line 4356) | interface ImportBlock {
  type Defs25 (line 4447) | interface Defs25 {
  type FactorBlock (line 4453) | interface FactorBlock {
  type Defs26 (line 4545) | interface Defs26 {
  type AggregatorBlock (line 4551) | interface AggregatorBlock {
  type Defs27 (line 4641) | interface Defs27 {
  type FileAggregatorConfig (line 4644) | interface FileAggregatorConfig {
  type ErrorBlock (line 4656) | interface ErrorBlock {
  type Defs28 (line 4782) | interface Defs28 {
  type EmptyBlock (line 4788) | interface EmptyBlock {
  type Defs29 (line 4877) | interface Defs29 {
  type PdlUsage (line 4883) | interface PdlUsage {
  type OpenaiParameters (line 4892) | interface OpenaiParameters {
  type LitellmParameters (line 4903) | interface LitellmParameters {

FILE: pdl-live-react/src/pdl_ast_utils.ts
  function map_block_children (line 6) | function map_block_children(
  function iter_block_children (line 242) | function iter_block_children(

FILE: pdl-live-react/src/pdl_code_cleanup.ts
  function block_code_cleanup (line 19) | function block_code_cleanup(block: PdlBlock): PdlBlock {
  function clean_model_block (line 49) | function clean_model_block(
  function clean_data_block (line 64) | function clean_data_block(block: DataBlock) {
  function clean_match_block (line 89) | function clean_match_block(block: MatchBlock) {
  function remove_block_default_values (line 108) | function remove_block_default_values(
  function clean_repeat_block (line 125) | function clean_repeat_block(block: RepeatBlock) {
  function remove_internal_block_fields (line 144) | function remove_internal_block_fields(block: NonScalarPdlBlock) {
  function expr_code_cleanup (line 158) | function expr_code_cleanup(expr: ExpressionT<unknown>): ExpressionT<unkn...

FILE: pdl-live-react/src/routes/PdlRoutes.tsx
  function PdlRoutes (line 18) | function PdlRoutes() {

FILE: pdl-live-react/src/title.ts
  function capitalize (line 4) | function capitalize(s: string) {
  function useDynamicTitle (line 8) | function useDynamicTitle() {

FILE: pdl-live-react/src/view/CopyToClipboard.tsx
  function CopyToClipboard (line 6) | function CopyToClipboard(props: { children: string }) {

FILE: pdl-live-react/src/view/Markdown.tsx
  function Markdown (line 11) | function Markdown(props: MarkdownProps) {

FILE: pdl-live-react/src/view/Result.tsx
  type Props (line 14) | type Props = {
  function Result (line 21) | function Result({

FILE: pdl-live-react/src/view/Value.tsx
  type Props (line 4) | type Props = { children: boolean | number | string | unknown }
  function isJson (line 6) | function isJson(s: string) {
  function Value (line 15) | function Value({ children: s }: Props) {

FILE: pdl-live-react/src/view/breadcrumbs/BreadcrumbBar.tsx
  type Props (line 5) | type Props = {
  function BreadcrumbBar (line 10) | function BreadcrumbBar(props: Props) {

FILE: pdl-live-react/src/view/breadcrumbs/BreadcrumbBarForBlock.tsx
  type Props (line 5) | type Props = {
  function BreadcrumbBarForBlock (line 9) | function BreadcrumbBarForBlock({ block }: Props) {

FILE: pdl-live-react/src/view/breadcrumbs/BreadcrumbBarForBlockId.tsx
  type Props (line 10) | type Props = {
  function asIter (line 18) | function asIter(part: string) {
  function BreadcrumbBarForBlockId (line 24) | function BreadcrumbBarForBlockId({

FILE: pdl-live-react/src/view/breadcrumbs/BreadcrumbBarItem.tsx
  type Props (line 10) | type Props = PropsWithChildren<{
  type BreadcrumbBarItemComponent (line 17) | type BreadcrumbBarItemComponent = ReactElement<
  function BreadcrumbBarItem (line 22) | function BreadcrumbBarItem({

FILE: pdl-live-react/src/view/breadcrumbs/Def.tsx
  type Props (line 6) | type Props = {
  function Def (line 16) | function Def(props: Props) {

FILE: pdl-live-react/src/view/code/Code.tsx
  type SupportedLanguage (line 9) | type SupportedLanguage =
  type Props (line 17) | type Props = {
  function Code (line 26) | function Code({

FILE: pdl-live-react/src/view/code/CodeGroup.tsx
  type Props (line 9) | type Props = {
  function CodeGroup (line 15) | function CodeGroup({ code, lang, term = "Code" }: Props) {

FILE: pdl-live-react/src/view/code/PreviewLight.tsx
  type Props (line 15) | type Props = {
  function PreviewLight (line 22) | function PreviewLight({

FILE: pdl-live-react/src/view/detail/BlockNotFound.tsx
  function BlockNotFound (line 1) | function BlockNotFound(props: {

FILE: pdl-live-react/src/view/detail/ContextTabContent.tsx
  type Props (line 14) | type Props = {
  function ContextTabContent (line 18) | function ContextTabContent({ block }: Props) {

FILE: pdl-live-react/src/view/detail/DefContent.tsx
  type Props (line 8) | type Props = {
  function DefContent (line 12) | function DefContent({ value }: Props) {

FILE: pdl-live-react/src/view/detail/DrawerContent.tsx
  type Props (line 25) | type Props = {
  function header (line 29) | function header(objectType: string) {
  function description (line 38) | function description(block: Block) {
  function DrawerContent (line 42) | function DrawerContent({ value }: Props) {

FILE: pdl-live-react/src/view/detail/DrawerContentBody.tsx
  type Props (line 20) | type Props = {
  function DrawerContentBody (line 28) | function DrawerContentBody({

FILE: pdl-live-react/src/view/detail/Group.tsx
  function Group (line 9) | function Group({

FILE: pdl-live-react/src/view/detail/RawTraceTabContent.tsx
  function RawTraceTabContent (line 4) | function RawTraceTabContent({ block }: { block: Model }) {

FILE: pdl-live-react/src/view/detail/ResultTabContent.tsx
  function UsageTabContent (line 5) | function UsageTabContent({

FILE: pdl-live-react/src/view/detail/SourceTabContent.tsx
  function SourceTabContent (line 4) | function SourceTabContent({ block }: { block: Model }) {

FILE: pdl-live-react/src/view/detail/SummaryTabContent.tsx
  function SummaryTabContent (line 16) | function SummaryTabContent({ block }: { block: Block }) {
  function descriptionItems (line 20) | function descriptionItems(block: import("../../helpers").NonScalarPdlBlo...

FILE: pdl-live-react/src/view/detail/UsageTabContent.tsx
  function UsageTabContent (line 15) | function UsageTabContent({
  function descriptionItems (line 23) | function descriptionItems(block: ModelBlockWithUsage & PdlBlockWithTimin...

FILE: pdl-live-react/src/view/detail/find.ts
  function find (line 14) | function find(

FILE: pdl-live-react/src/view/detail/kind/Call.tsx
  function ModelItems (line 3) | function ModelItems({

FILE: pdl-live-react/src/view/detail/kind/Code.tsx
  function CodeItems (line 6) | function CodeItems({

FILE: pdl-live-react/src/view/detail/kind/Data.tsx
  function ModelItems (line 4) | function ModelItems({

FILE: pdl-live-react/src/view/detail/kind/Error.tsx
  function ErrorItems (line 3) | function ErrorItems({

FILE: pdl-live-react/src/view/detail/kind/Function.tsx
  function FunctionItems (line 7) | function FunctionItems({

FILE: pdl-live-react/src/view/detail/kind/If.tsx
  function ModelItems (line 5) | function ModelItems({

FILE: pdl-live-react/src/view/detail/kind/Model.tsx
  function ModelItems (line 13) | function ModelItems({ block }: { block: ModelBlock }) {

FILE: pdl-live-react/src/view/detail/kind/Read.tsx
  function ModelItems (line 4) | function ModelItems({

FILE: pdl-live-react/src/view/detail/kind/Text.tsx
  function TextItems (line 3) | function TextItems({

FILE: pdl-live-react/src/view/masonry/Duration.tsx
  type Props (line 14) | type Props = Pick<
  function duration (line 24) | function duration(timing: Props) {
  function format (line 28) | function format(nanos: number, _timezone: string) {
  function Duration (line 34) | function Duration(timing: Props) {

FILE: pdl-live-react/src/view/masonry/Masonry.tsx
  type Props (line 5) | type Props = import("react").PropsWithChildren<{

FILE: pdl-live-react/src/view/masonry/MasonryCombo.tsx
  type Runner (line 43) | type Runner = (
  type Props (line 51) | type Props = {
  function getSMLUserSetting (line 57) | function getSMLUserSetting(): SML {
  function setSMLUserSetting (line 60) | function setSMLUserSetting(sml: SML) {
  function MasonryCombo (line 65) | function MasonryCombo({ value, setValue }: Props) {
  function spliceSubtree (line 292) | function spliceSubtree(
  function updateIds (line 340) | function updateIds(

FILE: pdl-live-react/src/view/masonry/MasonryTile.tsx
  type Props (line 30) | type Props = import("./Tile").default & {
  function MasonryTile (line 40) | function MasonryTile({
  function renderValue (line 193) | function renderValue({

FILE: pdl-live-react/src/view/masonry/MasonryTileWrapper.tsx
  type Props (line 3) | type Props = import("react").PropsWithChildren<{
  function MasonryTileWrapper (line 11) | function MasonryTileWrapper({

FILE: pdl-live-react/src/view/masonry/RunMenu.tsx
  type Props (line 19) | type Props = Pick<import("./Tile").default, "block"> & {
  function RunMenu (line 27) | function RunMenu({ block, run }: Props) {

FILE: pdl-live-react/src/view/masonry/Tile.ts
  type Tile (line 1) | type Tile = {

FILE: pdl-live-react/src/view/masonry/Toolbar.tsx
  type SML (line 13) | type SML = "s" | "m" | "l" | "xl"
  type Props (line 15) | type Props = import("./ToolbarPaginator").Props & {
  function MasonryToolbar (line 24) | function MasonryToolbar({

FILE: pdl-live-react/src/view/masonry/ToolbarPaginator.tsx
  type Props (line 3) | type Props = Pick<
  function ToolbarPaginator (line 11) | function ToolbarPaginator({

FILE: pdl-live-react/src/view/masonry/ToolbarReplayButton.tsx
  type Props (line 4) | type Props = {
  function ToolbarReplayButton (line 9) | function ToolbarReplayButton({ run, isRunning }: Props) {

FILE: pdl-live-react/src/view/masonry/ToolbarSMLToggle.tsx
  function ToolbarAsToggler (line 4) | function ToolbarAsToggler({

FILE: pdl-live-react/src/view/masonry/ToolbarShowSourceButton.tsx
  type Props (line 7) | type Props = {
  function ToolbarShowSourceButton (line 12) | function ToolbarShowSourceButton({ root }: Props) {

FILE: pdl-live-react/src/view/masonry/View.ts
  type View (line 1) | type View = "program" | "source" | "rawtrace"
  function isView (line 3) | function isView(v: string): v is View {

FILE: pdl-live-react/src/view/masonry/condvar.ts
  class ConditionVariable (line 1) | class ConditionVariable {
    method wait (line 8) | public async wait(): Promise<void> {
    method signal (line 18) | public signal(): void {
    method reset (line 26) | public reset(): void {

FILE: pdl-live-react/src/view/masonry/model.ts
  function removeFluff (line 43) | function removeFluff({ kind, block }: Tile) {
  function computeModel (line 55) | function computeModel(block: import("../../pdl_ast").PdlBlock) {
  function withDefs (line 157) | function withDefs(block: NonScalarPdlBlock, tiles: Tile[]) {

FILE: pdl-live-react/src/view/masonry/stability.ts
  type StabilityMetric (line 13) | type StabilityMetric = {
  type BlockWithStabilityMetrics (line 19) | type BlockWithStabilityMetrics =
  function hasStabilityMetrics (line 24) | function hasStabilityMetrics(
  function addTemperature (line 31) | function addTemperature(block: NonScalarPdlBlock, temperature: number) {
  function runNTimes (line 44) | async function runNTimes(
  type Grouping (line 113) | type Grouping = Record<number, (PdlBlockWithResult & ModelBlock)[]>
  function groupByTemperature (line 115) | function groupByTemperature(
  function isLocalizedExpression (line 133) | function isLocalizedExpression(
  function isParameters (line 144) | function isParameters(

FILE: pdl-live-react/src/view/term/RunTerminal.tsx
  type Props (line 10) | type Props = {
  function RunTerminal (line 27) | function RunTerminal({

FILE: pdl-live-react/src/view/timeline/Timeline.tsx
  type Props (line 6) | type Props = {
  function Timeline (line 10) | function Timeline({ block }: Props) {

FILE: pdl-live-react/src/view/timeline/TimelineBar.tsx
  type Props (line 4) | type Props = import("./model").TimelineRowWithExtrema
  function TimelineBar (line 6) | function TimelineBar({

FILE: pdl-live-react/src/view/timeline/TimelineFromModel.tsx
  type Props (line 8) | type Props = {
  function TimelineFromModel (line 15) | function TimelineFromModel({ model, numbering }: Props) {

FILE: pdl-live-react/src/view/timeline/TimelineRow.tsx
  type Props (line 6) | type Props = import("./model").TimelineRowWithExtrema & {
  function TimelineRow (line 12) | function TimelineRow(row: Props) {
  function treeSymbols (line 35) | function treeSymbols(row: Props) {
  function prefixSymbols (line 39) | function prefixSymbols(row: Props) {
  function finalSymbol (line 43) | function finalSymbol(row: Props) {

FILE: pdl-live-react/src/view/timeline/TimelineRowKindCell.tsx
  type Props (line 7) | type Props = {
  function TimelineRowKindCell (line 12) | function TimelineRowKindCell({ row, ordinal }: Props) {

FILE: pdl-live-react/src/view/timeline/model.ts
  type TimelineRow (line 13) | type TimelineRow = {
  type TimelineRowWithExtrema (line 30) | type TimelineRowWithExtrema = TimelineRow & {
  type TimelineModel (line 38) | type TimelineModel = TimelineRow[]
  type Position (line 41) | type Position = "push" | "middle" | "pop"
  function ignore (line 43) | function ignore(_block: PdlBlockWithTiming) {
  function computeModel (line 47) | function computeModel(block: unknown | PdlBlock): TimelineModel {
  function squashProximateModelInputs (line 66) | function squashProximateModelInputs(model: TimelineModel): TimelineModel {
  function computeModelIter (line 84) | function computeModelIter(
  function childrenOf (line 125) | function childrenOf(block: NonScalarPdlBlock) {
  function positionOf (line 166) | function positionOf(row: TimelineRow): Position {
  function nextSibling (line 182) | function nextSibling(row: TimelineRow, idx: number, A: TimelineRow[]) {
  type PushPop (line 190) | type PushPop = { prefix: boolean[]; position: Position }
  function pushPopsFor (line 192) | function pushPopsFor(model: TimelineRow[]): PushPop[] {

FILE: pdl-live-react/src/window.d.ts
  type Window (line 1) | interface Window {

FILE: src/pdl/__init__.py
  function _get_distribution_version (line 6) | def _get_distribution_version(distribution_name: str) -> str:

FILE: src/pdl/optimize/config_parser.py
  class JsonlDataset (line 6) | class JsonlDataset(BaseModel):
  class OptimizationConfig (line 14) | class OptimizationConfig(BaseModel):
    method get_variable_names (line 40) | def get_variable_names(self) -> list[str]:

FILE: src/pdl/optimize/optimizer_evaluator.py
  class OptimizerEvaluator (line 18) | class OptimizerEvaluator(Thread):
    method __init__ (line 22) | def __init__(
    method get_scope (line 48) | def get_scope(self) -> ScopeType:
    method score (line 51) | def score(self, document: str, ground_truth: Any) -> float:
    method run (line 54) | def run(  # type: ignore # noqa: C901

FILE: src/pdl/optimize/parse_number.py
  function parse_number (line 39) | def parse_number(text):
  function extract_math_answer (line 60) | def extract_math_answer(result: str) -> float | int | None:
  function old_extract (line 71) | def old_extract(result: str) -> float:

FILE: src/pdl/optimize/pdl_evaluator.py
  class PdlEvaluator (line 9) | class PdlEvaluator(OptimizerEvaluator):
    method __init__ (line 10) | def __init__(
    method get_scope (line 22) | def get_scope(self) -> ScopeType:
    method score (line 42) | def score(self, document: str, ground_truth: Any) -> float:

FILE: src/pdl/optimize/pdl_optimizer.py
  function resave_pdl (line 44) | def resave_pdl(input_path: Path, output_path: Path, state: dict) -> int:
  class BudgetPolicy (line 68) | class BudgetPolicy(Enum):
  class PDLOptimizer (line 74) | class PDLOptimizer:
    method __init__ (line 76) | def __init__(
    method parse_budget (line 121) | def parse_budget(self):
    method load_pdl (line 144) | def load_pdl(self, path: Path) -> Program:
    method sample_random_indices (line 148) | def sample_random_indices(self, dataset: list, size: int) -> list[Any]:
    method sample_random_index (line 157) | def sample_random_index(self, items: list):
    method random_uuid (line 160) | def random_uuid(self, k: int = 8) -> str:
    method sample_candidates (line 164) | def sample_candidates(
    method save_pdl_program (line 253) | def save_pdl_program(self, pdl_program: Program) -> int:
    method save_experiment (line 260) | def save_experiment(self):
    method run (line 273) | def run(self) -> dict[str, Any]:
    method evaluate (line 590) | def evaluate(
    method benchmark (line 724) | def benchmark(self, test_set_size: int, candidate: dict | None = None):
  function run_optimizer (line 778) | def run_optimizer() -> int:

FILE: src/pdl/optimize/util.py
  class TrialOutput (line 20) | class TrialOutput:
    method to_dict (line 34) | def to_dict(self) -> dict:
  class CandidateResult (line 47) | class CandidateResult:
    method to_dict (line 55) | def to_dict(self) -> dict:
  function print_candidate (line 66) | def print_candidate(candidate: dict):
  function execute_threads (line 73) | def execute_threads(max_threads: int, pdl_threads: list, timeout: int | ...

FILE: src/pdl/pdl.py
  class InterpreterConfig (line 38) | class InterpreterConfig(TypedDict, total=False):
  class Result (line 73) | class Result(TypedDict):
  function exec_program (line 82) | def exec_program(
  function exec_dict (line 133) | def exec_dict(
  function exec_str (line 157) | def exec_str(
  function exec_file (line 179) | def exec_file(
  function pdl (line 205) | def pdl(func):
  function main (line 213) | def main():

FILE: src/pdl/pdl_ast.py
  function _ensure_lower (line 33) | def _ensure_lower(value):
  class BlockKind (line 72) | class BlockKind(StrEnum):
  class PdlLocationType (line 98) | class PdlLocationType(BaseModel):
  class LocalizedExpression (line 121) | class LocalizedExpression(BaseModel, Generic[LocalizedExpressionT]):
  class Pattern (line 173) | class Pattern(BaseModel):
  class OrPattern (line 182) | class OrPattern(Pattern):
  class ArrayPattern (line 189) | class ArrayPattern(Pattern):
  class ObjectPattern (line 196) | class ObjectPattern(Pattern):
  class AnyPattern (line 203) | class AnyPattern(Pattern):
  class PdlType (line 244) | class PdlType(BaseModel):
  class OptionalPdlType (line 250) | class OptionalPdlType(PdlType):
  class JsonSchemaTypePdlType (line 257) | class JsonSchemaTypePdlType(PdlType):
  class EnumPdlType (line 266) | class EnumPdlType(PdlType):
  class ObjectPdlType (line 275) | class ObjectPdlType(PdlType):
  class Parser (line 302) | class Parser(BaseModel):
  class PdlParser (line 314) | class PdlParser(Parser):
  class RegexParser (line 321) | class RegexParser(Parser):
  class ContributeTarget (line 344) | class ContributeTarget(StrEnum):
  class ContributeValue (line 353) | class ContributeValue(BaseModel):
  class ExpectationType (line 368) | class ExpectationType(BaseModel):
  class PdlTiming (line 384) | class PdlTiming(BaseModel):
  class PdlUsage (line 406) | class PdlUsage(BaseModel):
  class Block (line 424) | class Block(BaseModel):
  class LeafBlock (line 485) | class LeafBlock(Block):
  class IndependentEnum (line 492) | class IndependentEnum(StrEnum):
  class StructuredBlock (line 503) | class StructuredBlock(Block):
  class FunctionBlock (line 511) | class FunctionBlock(LeafBlock):
  class CallBlock (line 526) | class CallBlock(LeafBlock):
  class LitellmParameters (line 540) | class LitellmParameters(BaseModel):
  class OpenaiParameters (line 632) | class OpenaiParameters(BaseModel):
  class ModelPlatform (line 649) | class ModelPlatform(StrEnum):
  class ModelBlock (line 655) | class ModelBlock(LeafBlock):
  class LitellmModelBlock (line 673) | class LitellmModelBlock(ModelBlock):
  class GraniteioProcessor (line 698) | class GraniteioProcessor(BaseModel):
  class GraniteioModelBlock (line 710) | class GraniteioModelBlock(ModelBlock):
  class OpenaiModelBlock (line 724) | class OpenaiModelBlock(ModelBlock):
  class BaseCodeBlock (line 751) | class BaseCodeBlock(LeafBlock):
  class CodeBlock (line 757) | class CodeBlock(BaseCodeBlock):
  class PythonCodeBlock (line 768) | class PythonCodeBlock(CodeBlock):
  class IPythonCodeBlock (line 787) | class IPythonCodeBlock(CodeBlock):
  class JinjaCodeBlock (line 805) | class JinjaCodeBlock(CodeBlock):
  class PdlCodeBlock (line 828) | class PdlCodeBlock(CodeBlock):
  class CommandCodeBlock (line 850) | class CommandCodeBlock(CodeBlock):
  class ArgsBlock (line 867) | class ArgsBlock(BaseCodeBlock):
  class GetBlock (line 886) | class GetBlock(LeafBlock):
  class DataBlock (line 898) | class DataBlock(LeafBlock):
  class JoinConfig (line 931) | class JoinConfig(BaseModel):
  class JoinText (line 939) | class JoinText(JoinConfig):
  class JoinArray (line 951) | class JoinArray(JoinConfig):
  class JoinObject (line 959) | class JoinObject(JoinConfig):
  class JoinLastOf (line 967) | class JoinLastOf(JoinConfig):
  class JoinReduce (line 975) | class JoinReduce(JoinConfig):
  class SequenceBlock (line 990) | class SequenceBlock(StructuredBlock):
  class TextBlock (line 1001) | class TextBlock(StructuredBlock):
  class LastOfBlock (line 1010) | class LastOfBlock(StructuredBlock):
  class ArrayBlock (line 1018) | class ArrayBlock(StructuredBlock):
  class ObjectBlock (line 1026) | class ObjectBlock(StructuredBlock):
  class MessageBlock (line 1034) | class MessageBlock(LeafBlock):
  class IfBlock (line 1048) | class IfBlock(StructuredBlock):
  class MatchCase (line 1075) | class MatchCase(BaseModel):
  class MatchBlock (line 1094) | class MatchBlock(StructuredBlock):
  class RepeatBlock (line 1124) | class RepeatBlock(StructuredBlock):
  class MapBlock (line 1178) | class MapBlock(StructuredBlock):
  class ReadBlock (line 1227) | class ReadBlock(LeafBlock):
  class IncludeBlock (line 1255) | class IncludeBlock(StructuredBlock):
  class ImportBlock (line 1266) | class ImportBlock(LeafBlock):
  class FactorBlock (line 1277) | class FactorBlock(LeafBlock):
  class AggregatorConfig (line 1291) | class AggregatorConfig(BaseModel):
  class FileAggregatorConfig (line 1305) | class FileAggregatorConfig(AggregatorConfig):
  class AggregatorBlock (line 1323) | class AggregatorBlock(LeafBlock):
  class ErrorBlock (line 1331) | class ErrorBlock(LeafBlock):
  class EmptyBlock (line 1343) | class EmptyBlock(LeafBlock):
  class Program (line 1393) | class Program(RootModel):
  class PdlBlock (line 1403) | class PdlBlock(RootModel):
  class PDLException (line 1413) | class PDLException(Exception):
    method __init__ (line 1414) | def __init__(self, message):
  class PDLRuntimeError (line 1419) | class PDLRuntimeError(PDLException):
    method __init__ (line 1420) | def __init__(
  class PDLRuntimeExpressionError (line 1434) | class PDLRuntimeExpressionError(PDLRuntimeError):
  class PDLRuntimeParserError (line 1438) | class PDLRuntimeParserError(PDLRuntimeError):
  class PDLRuntimeProcessBlocksError (line 1442) | class PDLRuntimeProcessBlocksError(PDLException):
    method __init__ (line 1443) | def __init__(
  function get_default_model_parameters (line 1467) | def get_default_model_parameters() -> list[dict[str, Any]]:
  function get_sampling_defaults (line 1591) | def get_sampling_defaults() -> list[dict[str, Any]]:

FILE: src/pdl/pdl_ast_utils.py
  function iter_block_children (line 41) | def iter_block_children(f: Callable[[BlockType], None], block: BlockType...
  class MappedFunctions (line 131) | class MappedFunctions:
    method f_block (line 132) | def f_block(self, block: BlockType) -> BlockType:
    method f_expr (line 135) | def f_expr(self, expr: ExpressionType) -> ExpressionType:
  function map_block_children (line 139) | def map_block_children(f: MappedFunctions, block: BlockType) -> BlockType:
  function map_match_case (line 267) | def map_match_case(f: MappedFunctions, match_case: MatchCase) -> MatchCase:

FILE: src/pdl/pdl_compilers/to_regex.py
  class Re (line 33) | class Re(ABC):
    method to_re (line 35) | def to_re(self) -> str: ...
  class ReEmpty (line 38) | class ReEmpty(Re):
    method to_re (line 41) | def to_re(self):
  class ReConst (line 46) | class ReConst(Re):
    method to_re (line 51) | def to_re(self):
  class ReAnyChar (line 55) | class ReAnyChar(Re):
    method to_re (line 58) | def to_re(self):
  class ReDigit (line 62) | class ReDigit(Re):
    method to_re (line 65) | def to_re(self):
  class ReIn (line 70) | class ReIn(Re):
    method to_re (line 75) | def to_re(self):
  class ReNotIn (line 80) | class ReNotIn(Re):
    method to_re (line 85) | def to_re(self):
  class ReRange (line 90) | class ReRange(Re):
    method to_re (line 96) | def to_re(self):
  class ReBegin (line 100) | class ReBegin(Re):
    method to_re (line 103) | def to_re(self):
  class ReEnd (line 107) | class ReEnd(Re):
    method to_re (line 110) | def to_re(self):
  class ReStar (line 115) | class ReStar(Re):
    method to_re (line 120) | def to_re(self):
  class RePlus (line 126) | class RePlus(Re):
    method to_re (line 131) | def to_re(self):
  class ReRepeatN (line 137) | class ReRepeatN(Re):
    method to_re (line 143) | def to_re(self):
  class ReOpt (line 149) | class ReOpt(Re):
    method to_re (line 154) | def to_re(self):
  class ReSeq (line 160) | class ReSeq(Re):
    method to_re (line 165) | def to_re(self):
  class ReOr (line 171) | class ReOr(Re):
    method to_re (line 176) | def to_re(self):
  class ReAnyUpto (line 182) | class ReAnyUpto(Re):
    method to_re (line 187) | def to_re(self):
  class ReJson (line 191) | class ReJson(Re):
    method to_re (line 194) | def to_re(self):
  function _paren (line 212) | def _paren(s: str) -> str:
  function compile_blocks (line 246) | def compile_blocks(
  function compile_block (line 259) | def compile_block(
  function data_to_regex (line 360) | def data_to_regex(data: ExpressionType) -> RegexType:
  function scope_union (line 484) | def scope_union(scope1: CompileScope, scope2: CompileScope) -> CompileSc...

FILE: src/pdl/pdl_context.py
  class SerializeMode (line 20) | class SerializeMode(StrEnum):
  class PDLContext (line 26) | class PDLContext(ABC, Sequence):
    method serialize (line 29) | def serialize(self, mode: SerializeMode) -> list[dict[str, Any]]: ...
    method __add__ (line 31) | def __add__(self, value: "PDLContext"):
    method __mul__ (line 34) | def __mul__(self, value: "PDLContext"):
  class SingletonContext (line 41) | class SingletonContext(PDLContext):
    method __init__ (line 44) | def __init__(self, message: PdlLazy[dict[str, Any]] | dict[str, Any]):
    method serialize (line 50) | def serialize(self, mode: SerializeMode) -> list[dict[str, Any]]:
    method __len__ (line 54) | def __len__(self):
    method __getitem__ (line 57) | def __getitem__(self, index: int | slice):  # pyright: ignore
    method __repr__ (line 60) | def __repr__(self):  # pyright: ignore
  class IndependentContext (line 64) | class IndependentContext(PDLContext):
    method __init__ (line 67) | def __init__(self, context: list[PDLContext | dict[str, Any]]):
    method serialize (line 86) | def serialize(self, mode: SerializeMode) -> list[dict[str, Any]]:
    method __len__ (line 94) | def __len__(self):  # pyright: ignore
    method __getitem__ (line 97) | def __getitem__(self, index: int | slice):  # pyright: ignore
    method __repr__ (line 100) | def __repr__(self):  # pyright: ignore
  class DependentContext (line 106) | class DependentContext(PDLContext):
    method __init__ (line 109) | def __init__(self, context: list[PDLContext | dict[str, Any]]):
    method serialize (line 128) | def serialize(self, mode: SerializeMode) -> list[dict[str, Any]]:
    method __len__ (line 134) | def __len__(self):  # pyright: ignore
    method __getitem__ (line 137) | def __getitem__(self, index: int | slice):  # pyright: ignore
    method __repr__ (line 140) | def __repr__(self):  # pyright: ignore
  function ensure_context (line 146) | def ensure_context(context: dict | list | PDLContext) -> PDLContext:
  function deserialize (line 160) | def deserialize(
  function add_done_callback (line 172) | def add_done_callback(

FILE: src/pdl/pdl_distributions.py
  class Categorical (line 13) | class Categorical(Generic[T]):
    method __init__ (line 18) | def __init__(self, tuples: list[tuple[T, float, list[Any]]]):
    method shrink (line 27) | def shrink(self) -> "Categorical[T]":
    method sample (line 40) | def sample(self) -> T:
    method sort (line 45) | def sort(self) -> "Categorical[T]":
    method prob (line 54) | def prob(self, x: T) -> float:
  function viz (line 64) | def viz(dist: Categorical[float], **kwargs):

FILE: src/pdl/pdl_dumper.py
  function repr_str (line 83) | def repr_str(dumper, data):
  function dump_yaml (line 92) | def dump_yaml(data, **kwargs):
  function dumps_json (line 103) | def dumps_json(data, **kwargs):
  function program_to_dict (line 110) | def program_to_dict(
  function block_to_dict (line 116) | def block_to_dict(block: pdl_ast.BlockType, json_compatible: bool) -> Du...
  function advance_block_to_dict (line 122) | def advance_block_to_dict(  # noqa: C901
  function data_to_dict (line 387) | def data_to_dict(data: Any, json_compatible: bool):
  function expr_to_dict (line 398) | def expr_to_dict(expr: ExpressionType, json_compatible: bool):
  function type_to_dict (line 408) | def type_to_dict(t: PdlTypeType):
  function timing_to_dict (line 448) | def timing_to_dict(timing: PdlTiming) -> dict:
  function usage_to_dict (line 464) | def usage_to_dict(usage: PdlUsage) -> dict:
  function expectation_to_dict (line 472) | def expectation_to_dict(req: ExpectationType, json_compatible: bool) -> ...
  function pattern_to_dict (line 480) | def pattern_to_dict(pattern: PatternType):
  function join_to_dict (line 502) | def join_to_dict(join: JoinType, json_compatible: bool) -> dict[str, Any]:
  function as_json (line 521) | def as_json(value: Any) -> JsonType:
  function parser_to_dict (line 535) | def parser_to_dict(parser: ParserType) -> str | dict[str, Any]:
  function location_to_dict (line 554) | def location_to_dict(location: PdlLocationType) -> dict[str, Any]:
  function contribute_to_list (line 558) | def contribute_to_list(
  function aggregator_to_dict (line 570) | def aggregator_to_dict(aggregator: AggregatorType):
  function build_exclude (line 581) | def build_exclude(obj: Any, regex: re.Pattern[str]) -> Any:
  function dump_program_exclude_internals (line 612) | def dump_program_exclude_internals(program: Program) -> str:
  function dump_program (line 624) | def dump_program(program: Program, exclude: IncEx | None = None) -> str:

FILE: src/pdl/pdl_granite_io.py
  class GraniteioModel (line 19) | class GraniteioModel:
    method processor_of_block (line 21) | def processor_of_block(block: GraniteioModelBlock):
    method build_message (line 68) | def build_message(
    method async_generate_text (line 78) | async def async_generate_text(
    method generate_text (line 114) | def generate_text(

FILE: src/pdl/pdl_infer.py
  class PpdlConfig (line 33) | class PpdlConfig(TypedDict, total=False):
  function exec_program (line 53) | def exec_program(  # pylint: disable=too-many-arguments, too-many-positi...
  function exec_dict (line 146) | def exec_dict(  # pylint: disable=too-many-arguments, too-many-positiona...
  function exec_str (line 159) | def exec_str(
  function exec_file (line 171) | def exec_file(
  function main (line 187) | def main():

FILE: src/pdl/pdl_inference.py
  function resample (line 18) | def resample(particles: list[Any], scores: list[float]) -> list[Any]:
  function make_model (line 27) | def make_model(
  function infer_importance_sampling (line 44) | def infer_importance_sampling(  # pylint: disable=too-many-arguments
  function infer_importance_sampling_parallel (line 63) | def infer_importance_sampling_parallel(  # pylint: disable=too-many-argu...
  function _process_particle (line 104) | def _process_particle(
  function infer_smc (line 118) | def infer_smc(  # pylint: disable=too-many-arguments
  function infer_smc_parallel (line 156) | def infer_smc_parallel(  # pylint: disable=too-many-arguments
  function infer_rejection_sampling (line 200) | def infer_rejection_sampling(  # pylint: disable=too-many-arguments
  function infer_rejection_sampling_parallel (line 231) | def infer_rejection_sampling_parallel(  # pylint: disable=too-many-argum...
  function infer_majority_voting (line 267) | def infer_majority_voting(  # pylint: disable=too-many-arguments
  function infer_majority_voting_parallel (line 282) | def infer_majority_voting_parallel(  # pylint: disable=too-many-arguments

FILE: src/pdl/pdl_interpreter.py
  class ClosureBlock (line 173) | class ClosureBlock(FunctionBlock):
    method __call__ (line 178) | def __call__(self, *args, **kwargs):
  function generate (line 208) | def generate(
  function process_prog (line 252) | def process_prog(
  function process_block (line 304) | def process_block(
  function process_expression_block (line 339) | def process_expression_block(
  function process_advanced_block_timed (line 374) | def process_advanced_block_timed(
  function id_with_set_first_use_nanos (line 405) | def id_with_set_first_use_nanos(timing):
  function set_error_to_scope_for_retry (line 414) | def set_error_to_scope_for_retry(
  function process_advanced_block (line 441) | def process_advanced_block(  # noqa: C901
  function process_advance_block_retry (line 471) | def process_advance_block_retry(  # noqa: C901
  function context_in_contribute (line 638) | def context_in_contribute(block: AdvancedBlockType) -> bool:
  function result_with_type_checking (line 649) | def result_with_type_checking(
  function process_block_body_with_replay (line 668) | def process_block_body_with_replay(
  function process_block_body (line 722) | def process_block_body(
  function _split_map_output (line 1216) | def _split_map_output(
  function _evaluate_for_field (line 1234) | def _evaluate_for_field(
  function _evaluate_max_iterations_field (line 1276) | def _evaluate_max_iterations_field(
  function _evaluate_join_field (line 1289) | def _evaluate_join_field(
  function is_matching (line 1303) | def is_matching(  # pylint: disable=too-many-return-statements
  function process_defs (line 1356) | def process_defs(
  function process_block_of (line 1384) | def process_block_of(  # pylint: disable=too-many-arguments, too-many-po...
  function process_blocks_of (line 1415) | def process_blocks_of(  # pylint: disable=too-many-arguments, too-many-p...
  function process_blocks (line 1448) | def process_blocks(  # pylint: disable=too-many-arguments,too-many-posit...
  function combine_results (line 1522) | def combine_results(join_type: JoinType, results: list[PdlLazy[Any]]):
  function process_contribute_context (line 1562) | def process_contribute_context(
  function process_contribute (line 1591) | def process_contribute(
  function process_contribution (line 1608) | def process_contribution(
  function process_expr_of (line 1659) | def process_expr_of(
  function process_condition_of (line 1682) | def process_condition_of(
  function process_expr (line 1710) | def process_expr(  # pylint: disable=too-many-return-statements
  function _process_expr (line 1728) | def _process_expr(  # pylint: disable=too-many-return-statements
  function process_call_model (line 1819) | def process_call_model(
  function generate_client_response (line 1971) | def generate_client_response(
  function generate_client_response_streaming (line 1992) | def generate_client_response_streaming(
  function litellm_parameters_to_dict (line 2095) | def litellm_parameters_to_dict(
  function openai_parameters_to_dict (line 2106) | def openai_parameters_to_dict(
  function generate_client_response_single (line 2117) | def generate_client_response_single(
  function process_call_code (line 2175) | def process_call_code(
  function call_python (line 2378) | def call_python(code: str, scope: ScopeType, state: InterpreterState) ->...
  function call_ipython (line 2396) | def call_ipython(code: str, scope: ScopeType) -> Any:
  function call_command (line 2405) | def call_command(code: str, code_a: list[str] | None) -> PdlLazy[str]:
  function call_jinja (line 2423) | def call_jinja(code: str, scope: ScopeType, parameters: dict) -> PdlLazy...
  function call_pdl (line 2432) | def call_pdl(code: str, scope: ScopeType) -> PdlLazy[Any]:
  function process_call (line 2439) | def process_call(
  function execute_call (line 2480) | def execute_call(state, current_context, closure, args, loc):
  function process_input (line 2512) | def process_input(
  function process_include (line 2561) | def process_include(
  function process_import (line 2591) | def process_import(
  class Aggregator (line 2640) | class Aggregator(ABC):
    method contribute (line 2642) | def contribute(
  class ContextAggregator (line 2662) | class ContextAggregator(Aggregator):
    method __init__ (line 2663) | def __init__(self, messages: LazyMessages | None = None):
    method contribute (line 2669) | def contribute(
  class FileAggregator (line 2689) | class FileAggregator(Aggregator):
    method __init__ (line 2690) | def __init__(
    method contribute (line 2698) | def contribute(
  function process_aggregator (line 2714) | def process_aggregator(
  function get_contribute_aggregator (line 2774) | def get_contribute_aggregator(
  function parse_result (line 2806) | def parse_result(parser: ParserType, text: str) -> JSONReturnType:
  function get_var (line 2906) | def get_var(var: str, scope: ScopeType, loc: PdlLocationType) -> Any:

FILE: src/pdl/pdl_interpreter_state.py
  class ScopeType (line 14) | class ScopeType(PdlDict):
    method __getitem__ (line 17) | def __getitem__(self, key):  # pyright: ignore
    method __or__ (line 22) | def __or__(self, value: PdlLazy | dict):
  class InterpreterState (line 26) | class InterpreterState(BaseModel):
    method with_yield_result (line 68) | def with_yield_result(self: "InterpreterState", b: bool) -> "Interpret...
    method with_yield_background (line 71) | def with_yield_background(self: "InterpreterState", b: bool) -> "Inter...
    method with_role (line 74) | def with_role(self: "InterpreterState", role: RoleType) -> "Interprete...
    method with_id (line 77) | def with_id(self: "InterpreterState", n: str) -> "InterpreterState":
    method with_iter (line 81) | def with_iter(self: "InterpreterState", i: int) -> "InterpreterState":
    method add_usage (line 84) | def add_usage(self, usage: PdlUsage):

FILE: src/pdl/pdl_lazy.py
  class PdlLazy (line 9) | class PdlLazy(Generic[LazyDataT]):
    method result (line 13) | def result(self) -> LazyDataT:
    method data (line 18) | def data(self) -> Any:
  class PdlConst (line 25) | class PdlConst(PdlLazy[PdlConstT]):
    method __init__ (line 26) | def __init__(self, data: PdlConstT | Future[PdlConstT]):
    method data (line 30) | def data(self):
    method __repr__ (line 33) | def __repr__(self):
    method result (line 36) | def result(self) -> PdlConstT:
  class PdlList (line 45) | class PdlList(Sequence[PdlListElemT], PdlLazy[list[PdlListElemT]]):
    method __init__ (line 46) | def __init__(
    method data (line 57) | def data(self) -> Union[list[PdlListElemT], "PdlList"]:
    method __getitem__ (line 65) | def __getitem__(self, index: int | slice):  # pyright: ignore
    method __len__ (line 73) | def __len__(self):
    method __repr__ (line 76) | def __repr__(self):
    method __add__ (line 79) | def __add__(self, value: Union["PdlList", list]):
    method result (line 86) | def result(self):
  class PdlDict (line 94) | class PdlDict(
    method __init__ (line 97) | def __init__(
    method data (line 108) | def data(self):
    method __getitem__ (line 116) | def __getitem__(self, key):  # pyright: ignore
    method __iter__ (line 124) | def __iter__(self):
    method __len__ (line 127) | def __len__(self):
    method __repr__ (line 130) | def __repr__(self):
    method __or__ (line 133) | def __or__(self, value: Union["PdlLazy", dict]):
    method result (line 138) | def result(self):  # pyright: ignore
  class PdlApply (line 146) | class PdlApply(PdlLazy[ApplyOutputT]):
    method __init__ (line 147) | def __init__(
    method data (line 156) | def data(self):
    method __repr__ (line 164) | def __repr__(self):
    method result (line 167) | def result(self) -> ApplyOutputT:
  function lazy_apply (line 180) | def lazy_apply(
  class PdlApply2 (line 191) | class PdlApply2(PdlLazy[Apply2OutputT]):
    method __init__ (line 192) | def __init__(
    method data (line 205) | def data(self) -> Apply2OutputT | PdlLazy[Apply2OutputT]:
    method __repr__ (line 220) | def __repr__(self):
    method result (line 223) | def result(self) -> Apply2OutputT:
  function lazy_apply2 (line 237) | def lazy_apply2(

FILE: src/pdl/pdl_linter.py
  function _guess_project_root_dir (line 81) | def _guess_project_root_dir(start_path: Path = Path.cwd()) -> Path | None:
  class LinterConfig (line 150) | class LinterConfig(BaseModel):
    method model_post_init (line 211) | def model_post_init(self, __context: Any) -> None:
    method should_ignore (line 240) | def should_ignore(self, path: Path) -> bool:
    method load (line 269) | def load(cls) -> Self:
  function _lint_pdl_file (line 358) | def _lint_pdl_file(file_path: Path, config: LinterConfig) -> bool:
  function _lint_pdl_files_in_directory (line 379) | def _lint_pdl_files_in_directory(
  function _arg_parser (line 438) | def _arg_parser():
  function _setup_logging (line 489) | def _setup_logging(args: argparse.Namespace, config: LinterConfig):
  function run_linter (line 515) | def run_linter() -> int:

FILE: src/pdl/pdl_llms.py
  class LitellmModel (line 27) | class LitellmModel:
    method async_generate_text (line 29) | async def async_generate_text(
    method generate_text (line 73) | def generate_text(
    method generate_text_stream (line 146) | def generate_text_stream(
  function set_structured_decoding_parameters (line 174) | def set_structured_decoding_parameters(

FILE: src/pdl/pdl_location_utils.py
  function append (line 6) | def append(loc: PdlLocationType, seg: str) -> PdlLocationType:
  function normalize (line 10) | def normalize(indentation: list[int], is_array_item: list[bool]) -> list...
  function get_paths (line 25) | def get_paths(
  function get_line_map (line 73) | def get_line_map(prog: str) -> dict[str, int]:
  function get_loc_string (line 94) | def get_loc_string(loc: PdlLocationType) -> str:
  function get_line (line 102) | def get_line(table: dict[str, int], p: list[str]) -> int:

FILE: src/pdl/pdl_notebook_ext.py
  class PDLMagics (line 16) | class PDLMagics(Magics):
    method pdl (line 33) | def pdl(self, line, cell, local_ns):
    method pdl_viewer (line 74) | def pdl_viewer(self, trace):
  function load_ipython_extension (line 205) | def load_ipython_extension(ipython):

FILE: src/pdl/pdl_openai.py
  class OpenaiModel (line 26) | class OpenaiModel:
    method _get_client_config (line 28) | def _get_client_config(parameters: dict[str, Any]) -> dict[str, Any]:
    method _get_client (line 50) | def _get_client(config: dict[str, Any]):
    method _prepare_parameters (line 57) | def _prepare_parameters(
    method async_generate_text (line 80) | async def async_generate_text(
    method generate_text (line 142) | def generate_text(
    method generate_text_stream (line 215) | def generate_text_stream(

FILE: src/pdl/pdl_parser.py
  class PDLParseError (line 14) | class PDLParseError(PDLException):
  function parse_file (line 18) | def parse_file(pdl_file: str | Path) -> tuple[Program, PdlLocationType]:
  function parse_str (line 25) | def parse_str(
  function parse_dict (line 37) | def parse_dict(pdl_dict: dict[str, Any], loc: PdlLocationType | None = N...

FILE: src/pdl/pdl_python_repl.py
  class PythonREPL (line 15) | class PythonREPL:
    method __init__ (line 18) | def __init__(
    method _run_code_in_process (line 44) | def _run_code_in_process(self, code: str, namespace: dict, timeout: fl...
    method __call__ (line 94) | def __call__(self, query: str) -> str:

FILE: src/pdl/pdl_runner.py
  function exec_docker (line 7) | def exec_docker(*args):

FILE: src/pdl/pdl_scheduler.py
  function _start_background_loop (line 11) | def _start_background_loop(loop):
  function create_event_loop_thread (line 20) | def create_event_loop_thread() -> AbstractEventLoop:
  function color_of (line 27) | def color_of(kind: BlockKind):
  function color_of_role (line 79) | def color_of_role(role: str):
  function yield_result (line 93) | def yield_result(result: Any, kind: BlockKind) -> None:
  function yield_background (line 105) | def yield_background(background) -> None:

FILE: src/pdl/pdl_schema_error_analyzer.py
  function is_base_type (line 6) | def is_base_type(schema):
  function is_array (line 28) | def is_array(schema):
  function is_object (line 34) | def is_object(schema):
  function is_any_of (line 40) | def is_any_of(schema):
  function nullable (line 46) | def nullable(schema):
  function get_non_null_type (line 54) | def get_non_null_type(schema):
  function match (line 62) | def match(ref_type, data):
  function analyze_errors (line 68) | def analyze_errors(defs, schema, data, loc: PdlLocationType) -> list[str...

FILE: src/pdl/pdl_schema_utils.py
  function convert_to_json_type (line 30) | def convert_to_json_type(a_type):
  function pdltype_to_jsonschema (line 47) | def pdltype_to_jsonschema(
  function get_json_schema_object (line 96) | def get_json_schema_object(
  function get_json_schema (line 120) | def get_json_schema(

FILE: src/pdl/pdl_schema_validator.py
  function type_check_args (line 10) | def type_check_args(
  function type_check_spec (line 40) | def type_check_spec(result: Any, spec: PdlTypeType, loc) -> list[str]:
  function type_check (line 47) | def type_check(result: Any, schema: dict[str, Any], loc) -> list[str]:

FILE: src/pdl/pdl_stdlib.py
  function _get_logprob (line 4) | def _get_logprob(value: str, top_logprobs):
  function _find_first_token (line 13) | def _find_first_token(content: str, logprobs):
  function reward (line 20) | def reward(response):
  function bool_confidence (line 42) | def bool_confidence(response):

FILE: src/pdl/pdl_utils.py
  class Ref (line 23) | class Ref(Generic[RefT]):
    method __init__ (line 24) | def __init__(self, ref: RefT):
  class GeneratorWrapper (line 33) | class GeneratorWrapper(
    method __init__ (line 38) | def __init__(
    method __iter__ (line 46) | def __iter__(self):
  function step_to_completion (line 53) | def step_to_completion(gen: Generator[Any, Any, GeneratorReturnT]) -> Ge...
  function to_async (line 63) | async def to_async(value: ToAsyncT) -> ToAsyncT:
  function stringify (line 67) | def stringify(result):
  function value_of_expr (line 85) | def value_of_expr(expr: ExpressionType[ValueOfExprT]) -> ValueOfExprT:
  function replace_contribute_value (line 96) | def replace_contribute_value(  # TODO: remove
  function get_contribute_context_value (line 110) | def get_contribute_context_value(
  function message_post_processing (line 123) | def message_post_processing(message: dict) -> dict[str, Any]:
  function apply_defaults (line 143) | def apply_defaults(
  function apply_raw_defaults (line 160) | def apply_raw_defaults(
  function validate_scope (line 206) | def validate_scope(scope: dict):
  function validate_pdl_model_defaults (line 211) | def validate_pdl_model_defaults(model_defaults: list[dict[str, dict[str,...
  function redact_secrets (line 224) | def redact_secrets(data: Any, secrets: list[str]) -> Any:
  function write_trace (line 253) | def write_trace(
  class Resample (line 280) | class Resample(Exception):
    method __init__ (line 281) | def __init__(self, state, score):

FILE: tests/test_array.py
  function test_array_data (line 6) | def test_array_data():
  function test_for_data (line 21) | def test_for_data():
  function test_repeat_until (line 46) | def test_repeat_until():

FILE: tests/test_ast_utils.py
  class Counter (line 7) | class Counter:
    method __init__ (line 8) | def __init__(self):
    method incr (line 11) | def incr(self, *args):
  class IterCounter (line 15) | class IterCounter:
    method __init__ (line 16) | def __init__(self):
    method count (line 19) | def count(self, ast):
  class MapCounter (line 24) | class MapCounter:
    method __init__ (line 25) | def __init__(self):
    method count (line 28) | def count(map_self, ast):  # pylint: disable=no-self-argument # type: ...
  function test_ast_iterators (line 39) | def test_ast_iterators() -> None:

FILE: tests/test_code.py
  function test_python (line 19) | def test_python():
  function show_result_data (line 24) | def show_result_data(show):
  function test_contribute_result (line 37) | def test_contribute_result():
  function test_contribute_context (line 42) | def test_contribute_context():
  function test_contribute_false (line 53) | def test_contribute_false():
  function test_command (line 86) | def test_command():
  function test_command_args (line 94) | def test_command_args():
  function test_jinja1 (line 103) | def test_jinja1():
  function test_jinja2 (line 115) | def test_jinja2():
  function test_jinja3 (line 127) | def test_jinja3():
  function test_jinja4 (line 154) | def test_jinja4():
  function test_pdl1 (line 169) | def test_pdl1():
  function test_pdl2 (line 181) | def test_pdl2():
  function test_pdl3 (line 195) | def test_pdl3():
  function test_pdl4 (line 209) | def test_pdl4():
  function test_lang_casing (line 223) | def test_lang_casing():
  function test_scope1 (line 232) | def test_scope1():
  function test_scope2 (line 245) | def test_scope2():
  function test_scope3 (line 258) | def test_scope3():

FILE: tests/test_cond.py
  function test_bool (line 5) | def test_bool():
  function cond_data1 (line 152) | def cond_data1(show, name):
  function test_cond1 (line 181) | def test_cond1():
  function test_cond2 (line 186) | def test_cond2():
  function test_repeat_until (line 219) | def test_repeat_until():
  function test_repeat_until_array (line 257) | def test_repeat_until_array():
  function test_repeat_until_text (line 287) | def test_repeat_until_text():
  function test_repeat_until_text_with (line 330) | def test_repeat_until_text_with():
  function test_repeat_until_str (line 371) | def test_repeat_until_str():

FILE: tests/test_context.py
  function test_p (line 26) | def test_p():
  function test_p1 (line 36) | def test_p1():

FILE: tests/test_data.py
  function test_int (line 4) | def test_int():
  function test_array (line 12) | def test_array():
  function test_object (line 24) | def test_object():
  function test_expr (line 36) | def test_expr():
  function test_raw (line 51) | def test_raw():
  function test_null (line 67) | def test_null():
  function test_none (line 75) | def test_none():

FILE: tests/test_defaults.py
  function test_default_model_params_empty (line 5) | def test_default_model_params_empty():
  function test_default_model_params_nomatch (line 12) | def test_default_model_params_nomatch():
  function test_default_model_params_exact_match (line 21) | def test_default_model_params_exact_match():
  function test_default_model_params_partial_matches (line 37) | def test_default_model_params_partial_matches():
  function test_default_model_params (line 65) | def test_default_model_params():
  function test_default_not_granite_20b_code_instruct_r1_1 (line 109) | def test_default_not_granite_20b_code_instruct_r1_1():
  function test_default_granite_3_2 (line 118) | def test_default_granite_3_2():

FILE: tests/test_defs.py
  function test_defs (line 29) | def test_defs():
  function test_defs_chain (line 45) | def test_defs_chain():
  function test_defs_only (line 53) | def test_defs_only():

FILE: tests/test_dump.py
  function has_include (line 9) | def has_include(block: BlockType) -> bool:
  function test_dump (line 23) | def test_dump() -> None:
  function test_dump_exclude_internals (line 41) | def test_dump_exclude_internals() -> None:

FILE: tests/test_errors.py
  function error (line 12) | def error(raw_data, assertion):
  function test_error1 (line 34) | def test_error1():
  function test_error2 (line 62) | def test_error2():
  function test_error5 (line 139) | def test_error5():

FILE: tests/test_examples_parse.py
  function test_valid_programs (line 19) | def test_valid_programs(capsys: CaptureFixture[str]) -> None:

FILE: tests/test_examples_run.py
  class InputsType (line 22) | class InputsType:
  class ExecutionErrorCode (line 31) | class ExecutionErrorCode(Enum):
  class ExecutionResult (line 42) | class ExecutionResult:
  class ExpectedResult (line 52) | class ExpectedResult:
    method compare_to_execution (line 61) | def compare_to_execution(self, execution_result: ExecutionResult) -> b...
    method get_next_results_version (line 87) | def get_next_results_version(self) -> int:
  class FailedResults (line 98) | class FailedResults:
  class ExamplesRun (line 110) | class ExamplesRun:
    method __init__ (line 121) | def __init__(self, monkeypatch: MonkeyPatch) -> None:
    method __get_results_dir (line 171) | def __get_results_dir(self) -> pathlib.Path:
    method __collect_expected_results (line 174) | def __collect_expected_results(self) -> None:
    method __execute_and_replay_file (line 204) | def __execute_and_replay_file(self, pdl_file_name: str) -> None:
    method __execute_file (line 231) | def __execute_file(self, pdl_file_path, scope, replay):
    method populate_exec_result_for_checks (line 255) | def populate_exec_result_for_checks(self) -> None:
    method validate_expected_and_actual (line 264) | def validate_expected_and_actual(self) -> None:
    method write_results (line 303) | def write_results(self) -> None:
  function test_example_runs (line 328) | def test_example_runs(capsys: CaptureFixture[str], monkeypatch: MonkeyPa...

FILE: tests/test_expr.py
  function test_arith (line 13) | def test_arith():
  function test_var (line 25) | def test_var():
  function test_true (line 35) | def test_true():
  function test_false (line 45) | def test_false():
  function test_undefined_var (line 53) | def test_undefined_var():
  function test_autoescape (line 61) | def test_autoescape():
  function test_var1 (line 69) | def test_var1():
  function test_var2 (line 80) | def test_var2():
  function test_list (line 91) | def test_list():
  function test_disable_jinja_block (line 102) | def test_disable_jinja_block():
  function test_jinja_block (line 114) | def test_jinja_block():
  function test_expr_detection1 (line 119) | def test_expr_detection1():
  function test_expr_detection2 (line 129) | def test_expr_detection2():
  function test_expr_detection3 (line 139) | def test_expr_detection3():
  function test_expr_detection4 (line 149) | def test_expr_detection4():

FILE: tests/test_fallback.py
  function test_direct_fallback (line 9) | def test_direct_fallback():
  function test_indirect_fallback (line 20) | def test_indirect_fallback():
  function test_error_in_sequence (line 31) | def test_error_in_sequence():
  function test_python_exception (line 36) | def test_python_exception():
  function test_parse_regex_error (line 46) | def test_parse_regex_error():
  function test_type_checking (line 57) | def test_type_checking():
  function test_type_checking_in_fallback (line 67) | def test_type_checking_in_fallback():
  function test_fallback_and_parser (line 81) | def test_fallback_and_parser():

FILE: tests/test_for.py
  function for_data (line 7) | def for_data(loop_kind):
  function test_for_data (line 21) | def test_for_data():
  function for_data1 (line 27) | def for_data1(loop_kind):
  function test_for_data1 (line 39) | def test_for_data1():
  function for_data2 (line 45) | def for_data2(loop_kind):
  function test_for_data2 (line 62) | def test_for_data2():
  function for_data3 (line 68) | def for_data3(loop_kind):
  function test_for_data3 (line 86) | def test_for_data3():
  function for_data4 (line 92) | def for_data4(loop_kind):
  function test_for_data4 (line 106) | def test_for_data4():
  function for_as_text_data4 (line 113) | def for_as_text_data4(loop_kind):
  function test_for_as_text_data4 (line 126) | def test_for_as_text_data4():
  function for_data5 (line 133) | def for_data5(loop_kind):
  function test_for_data5 (line 149) | def test_for_data5():
  function test_for_nested_array (line 156) | def test_for_nested_array():
  function test_for_object (line 174) | def test_for_object():
  function test_for_nested_text (line 196) | def test_for_nested_text():
  function for_scope (line 213) | def for_scope(loop_kind):
  function test_for_scope (line 224) | def test_for_scope():
  function for_index (line 236) | def for_index(loop_kind):
  function test_for_index (line 247) | def test_for_index():
  function for_context (line 253) | def for_context(loop_kind):
  function test_for_context (line 272) | def test_for_context():
  function test_for_reduce (line 370) | def test_for_reduce():
  function test_for_reduce_python (line 389) | def test_for_reduce_python():
  function test_map_max_workers (line 408) | def test_map_max_workers():

FILE: tests/test_function.py
  function test_function_def (line 13) | def test_function_def():
  function test_function_call (line 18) | def test_function_call():
  function test_hello_signature (line 23) | def test_hello_signature():
  function test_function_params (line 50) | def test_function_params():
  function test_hello_params_signature (line 55) | def test_hello_params_signature():
  function test_function_implicit_context (line 83) | def test_function_implicit_context():
  function test_function_explicit_context (line 101) | def test_function_explicit_context():
  function test_call_template (line 122) | def test_call_template():
  function test_call_expression_args (line 127) | def test_call_expression_args():
  function test_call_from_code_01 (line 135) | def test_call_from_code_01():
  function test_call_from_code_02 (line 158) | def test_call_from_code_02():
  function test_call_from_code_03 (line 183) | def test_call_from_code_03():
  function test_call_from_code_04 (line 210) | def test_call_from_code_04():
  function test_call_from_code_05 (line 243) | def test_call_from_code_05():
  function test_call_from_code_06 (line 266) | def test_call_from_code_06():
  function test_call_from_code_07 (line 283) | def test_call_from_code_07():
  function test_call_from_code_08 (line 298) | def test_call_from_code_08():
  function test_call_from_code_09 (line 325) | def test_call_from_code_09():
  function test_call_from_code_10 (line 352) | def test_call_from_code_10():

FILE: tests/test_include.py
  function test_include (line 15) | def test_include():
  function test_biz (line 44) | def test_biz():

FILE: tests/test_independent.py
  function test_independent_data (line 22) | def test_independent_data():
  function test_for_data (line 51) | def test_for_data():
  function test_for_dependent_data (line 75) | def test_for_dependent_data():
  function test_lastof_independent_data (line 104) | def test_lastof_independent_data():
  function test_array_independent_data (line 141) | def test_array_independent_data():
  function test_object_independent_data (line 171) | def test_object_independent_data():

FILE: tests/test_input.py
  function test_input_json (line 33) | def test_input_json():
  function test_input_json_defs (line 49) | def test_input_json_defs():
  function test_input_json_defs1 (line 65) | def test_input_json_defs1():

FILE: tests/test_lib_version.py
  function test_version (line 6) | def test_version():

FILE: tests/test_line_table.py
  function do_test (line 6) | def do_test(t, capsys):
  function test_line (line 26) | def test_line(capsys: CaptureFixture[str]):
  function test_line1 (line 39) | def test_line1(capsys: CaptureFixture[str]):
  function test_line3 (line 53) | def test_line3(capsys: CaptureFixture[str]):
  function test_line4 (line 67) | def test_line4(capsys: CaptureFixture[str]):
  function test_line7 (line 80) | def test_line7(capsys: CaptureFixture[str]):
  function test_line8 (line 94) | def test_line8(capsys: CaptureFixture[str]):
  function test_line9 (line 108) | def test_line9(capsys: CaptureFixture[str]):
  function test_line10 (line 121) | def test_line10(capsys: CaptureFixture[str]):
  function test_line11 (line 134) | def test_line11(capsys: CaptureFixture[str]):
  function test_line12 (line 148) | def test_line12(capsys: CaptureFixture[str]):
  function test_line13 (line 162) | def test_line13(capsys: CaptureFixture[str]):
  function test_line14 (line 176) | def test_line14(capsys: CaptureFixture[str]):
  function test_line15 (line 189) | def test_line15(capsys: CaptureFixture[str]):
  function test_line16 (line 203) | def test_line16(capsys: CaptureFixture[str]):
  function test_line17 (line 217) | def test_line17(capsys: CaptureFixture[str]):
  function test_line18 (line 230) | def test_line18(capsys: CaptureFixture[str]):
  function test_line19 (line 245) | def test_line19(capsys: CaptureFixture[str]):
  function test_line20 (line 258) | def test_line20(capsys: CaptureFixture[str]):
  function test_line21 (line 271) | def test_line21(capsys: CaptureFixture[str]):
  function test_line22 (line 284) | def test_line22(capsys: CaptureFixture[str]):
  function test_line23 (line 297) | def test_line23(capsys: CaptureFixture[str]):
  function test_line24 (line 310) | def test_line24(capsys: CaptureFixture[str]):
  function test_line26 (line 338) | def test_line26(capsys: CaptureFixture[str]):
  function test_line27 (line 351) | def test_line27(capsys: CaptureFixture[str]):
  function test_line28 (line 364) | def test_line28(capsys: CaptureFixture[str]):
  function test_line29 (line 377) | def test_line29(capsys: CaptureFixture[str]):
  function test_line30 (line 390) | def test_line30(capsys: CaptureFixture[str]):
  function test_line31 (line 405) | def test_line31(capsys: CaptureFixture[str]):
  function test_line32 (line 419) | def test_line32(capsys: CaptureFixture[str]):

FILE: tests/test_linter.py
  class ChangeDir (line 30) | class ChangeDir:
    method __init__ (line 33) | def __init__(self, path: Path):
    method __enter__ (line 37) | def __enter__(self):
    method __exit__ (line 41) | def __exit__(self, _exc_type, _exc_value, _traceback):
  function temp_dir (line 46) | def temp_dir():
  function project_root (line 53) | def project_root(temp_dir):  # pylint: disable=redefined-outer-name
  function pdl_file (line 67) | def pdl_file(project_root):  # pylint: disable=redefined-outer-name
  function invalid_pdl_file (line 75) | def invalid_pdl_file(project_root):  # pylint: disable=redefined-outer-name
  function mock_parse_side_effect (line 83) | def mock_parse_side_effect(file_path):
  function mock_parse_pdl_file (line 93) | def mock_parse_pdl_file(side_effect=mock_parse_side_effect):
  function test_guess_project_root_dir_from_project_root (line 98) | def test_guess_project_root_dir_from_project_root(
  function test_guess_project_root_dir_from_subdir (line 107) | def test_guess_project_root_dir_from_subdir(
  function test_linter_config_validation (line 117) | def test_linter_config_validation():
  function test_linter_config_ignore_paths (line 128) | def test_linter_config_ignore_paths(
  function test_lint_pdl_file_valid (line 168) | def test_lint_pdl_file_valid(
  function test_lint_pdl_file_invalid (line 178) | def test_lint_pdl_file_invalid(
  function test_lint_pdl_file_nonexistent (line 190) | def test_lint_pdl_file_nonexistent(
  function test_lint_pdl_files_in_directory (line 203) | def test_lint_pdl_files_in_directory(
  function test_linter_configuration_loading (line 238) | def test_linter_configuration_loading(
  function test_run_linter (line 273) | def test_run_linter(
  function test_logging_configuration (line 338) | def test_logging_configuration(project_root):  # pylint: disable=redefin...
  function test_linter_with_extra_config_fields (line 358) | def test_linter_with_extra_config_fields(
  function test_guess_project_root_dir_hg (line 373) | def test_guess_project_root_dir_hg(temp_dir):  # pylint: disable=redefin...
  function test_guess_project_root_dir_git (line 383) | def test_guess_project_root_dir_git(temp_dir):  # pylint: disable=redefi...
  function test_guess_project_root_dir_requirements (line 392) | def test_guess_project_root_dir_requirements(
  function test_guess_project_root_dir_pyproject (line 403) | def test_guess_project_root_dir_pyproject(
  function test_guess_project_root_dir_setup_py (line 415) | def test_guess_project_root_dir_setup_py(
  function test_guess_project_root_dir_multiple_weak_indicators (line 427) | def test_guess_project_root_dir_multiple_weak_indicators(
  function test_guess_project_root_dir_no_indicators (line 443) | def test_guess_project_root_dir_no_indicators(
  function test_linter_config_post_init_warnings (line 454) | def test_linter_config_post_init_warnings(
  function test_linter_config_load_variations (line 488) | def test_linter_config_load_variations(
  function test_lint_pdl_file_generic_exception (line 541) | def test_lint_pdl_file_generic_exception(
  function test_lint_pdl_files_in_directory_no_pdl (line 560) | def test_lint_pdl_files_in_directory_no_pdl(
  function test_arg_parser_defaults_and_flags (line 578) | def test_arg_parser_defaults_and_flags():
  function test_setup_logging_levels_and_handlers (line 618) | def test_setup_logging_levels_and_handlers(
  function test_run_linter_multiple_paths (line 680) | def test_run_linter_multiple_paths(
  function test_run_linter_invalid_path_arg (line 722) | def test_run_linter_invalid_path_arg(
  function check_logs (line 751) | def check_logs(caplog, level, message_part):

FILE: tests/test_match.py
  function test_match0 (line 7) | def test_match0():
  function test_match1 (line 20) | def test_match1():
  function test_match_fail (line 33) | def test_match_fail():
  function test_match_if0 (line 46) | def test_match_if0():
  function test_match_if1 (line 61) | def test_match_if1():
  function test_match_if_fail (line 76) | def test_match_if_fail():
  function test_match_case_if1 (line 91) | def test_match_case_if1():
  function test_match_case_if2 (line 108) | def test_match_case_if2():
  function test_match_case_if3 (line 127) | def test_match_case_if3():
  function test_match_case_if4 (line 148) | def test_match_case_if4():
  function test_match_case_if5 (line 169) | def test_match_case_if5():
  function test_match_expr0 (line 189) | def test_match_expr0():
  function test_match_expr_in_case1 (line 204) | def test_match_expr_in_case1():
  function test_match_expr_in_case2 (line 219) | def test_match_expr_in_case2():
  function test_match_null0 (line 236) | def test_match_null0():
  function test_match_null1 (line 249) | def test_match_null1():
  function test_match_array0 (line 262) | def test_match_array0():
  function test_match_array1 (line 295) | def test_match_array1():
  function test_match_object0 (line 321) | def test_match_object0():
  function test_match_object1 (line 344) | def test_match_object1():
  function test_match_object2 (line 367) | def test_match_object2():
  function test_match_object3 (line 393) | def test_match_object3():
  function test_any0 (line 435) | def test_any0():
  function test_or0 (line 451) | def test_or0():
  function test_match_or1 (line 472) | def test_match_or1():
  function test_match_or2 (line 497) | def test_match_or2():
  function test_match_or3 (line 530) | def test_match_or3():
  function test_match_catch_all (line 563) | def test_match_catch_all():

FILE: tests/test_messages.py
  function test_message1 (line 5) | def test_message1():
  function test_message2 (line 45) | def test_message2():
  function test_message3 (line 72) | def test_message3():
  function test_message4 (line 96) | def test_message4():
  function test_messages5 (line 121) | def test_messages5():
  function test_messages6 (line 152) | def test_messages6():

FILE: tests/test_model.py
  function test_model (line 20) | def test_model():
  function test_model_chain (line 67) | def test_model_chain():
  function test_multi_shot (line 107) | def test_multi_shot():
  function test_data_missing_parameters (line 127) | def test_data_missing_parameters():
  function test_model_parameter (line 148) | def test_model_parameter():
  function test_model_parameter1 (line 166) | def test_model_parameter1():
  function test_litellm_mock (line 184) | def test_litellm_mock():

FILE: tests/test_object.py
  function test_direct_object (line 4) | def test_direct_object():
  function test_composed_object (line 18) | def test_composed_object():

FILE: tests/test_optimizer.py
  function test_gsm8k_cot (line 20) | def test_gsm8k_cot():
  function run_optimizer_gsm8k (line 387) | def run_optimizer_gsm8k(pattern, num_demonstrations=0):
  function run_optimizer_fever (line 743) | def run_optimizer_fever(pattern, num_demonstrations=0):
  function run_optimizer_mbpp (line 1113) | def run_optimizer_mbpp(pattern, num_demonstrations=0):
  function test_gsm8k_zeroshot_cot (line 1163) | def test_gsm8k_zeroshot_cot():
  function test_gsm8k_fiveshot_react (line 1168) | def test_gsm8k_fiveshot_react():
  function test_gsm8k_fiveshot_rewoo (line 1173) | def test_gsm8k_fiveshot_rewoo():
  function test_fever_zeroshot_cot (line 1178) | def test_fever_zeroshot_cot():
  function test_fever_fiveshot_react (line 1183) | def test_fever_fiveshot_react():
  function test_fever_zeroshot_rewoo (line 1188) | def test_fever_zeroshot_rewoo():
  function test_mbpp_zeroshot_cot (line 1193) | def test_mbpp_zeroshot_cot():
  function test_mbpp_zeroshot_react (line 1198) | def test_mbpp_zeroshot_react():

FILE: tests/test_parse.py
  function test_model (line 13) | def test_model():

FILE: tests/test_parser.py
  function test_model_parser (line 29) | def test_model_parser():
  function test_model_parser1 (line 51) | def test_model_parser1():
  function test_get_parser (line 59) | def test_get_parser():
  function test_code_parser (line 81) | def test_code_parser():
  function test_code_parser1 (line 92) | def test_code_parser1():
  function test_json_parser (line 97) | def test_json_parser():
  function test_jsonl_parser (line 120) | def test_jsonl_parser():
  function test_regex_findall (line 132) | def test_regex_findall():
  function test_regex_split (line 144) | def test_regex_split():
  function test_parser_case1 (line 155) | def test_parser_case1():
  function test_parser_case2 (line 165) | def test_parser_case2():
  function test_parser_csv (line 177) | def test_parser_csv():

FILE: tests/test_repeat.py
  function repeat_data (line 14) | def repeat_data(n):
  function nested_repeat_data (line 27) | def nested_repeat_data(n):
  function test_hello (line 41) | def test_hello():
  function test_hello_json (line 46) | def test_hello_json():
  function repeat (line 51) | def repeat(n):
  function test_repeat_neg (line 60) | def test_repeat_neg():
  function test_repeat0 (line 64) | def test_repeat0():
  function test_repeat1 (line 68) | def test_repeat1():
  function test_repeat2 (line 72) | def test_repeat2():
  function test_repeat3 (line 76) | def test_repeat3():
  function repeat_nested (line 80) | def repeat_nested(n):
  function test_repeat_nested0 (line 88) | def test_repeat_nested0():
  function test_repeat_nested1 (line 92) | def test_repeat_nested1():
  function test_repeat_nested2 (line 96) | def test_repeat_nested2():
  function test_repeat_nested3 (line 100) | def test_repeat_nested3():
  function test_repeat_error (line 117) | def test_repeat_error():
  function test_program_as_list (line 122) | def test_program_as_list():
  function _while_prog (line 132) | def _while_prog(n):
  function test_while1 (line 144) | def test_while1():
  function test_while2 (line 150) | def test_while2():
  function _for_max_iterations_prog (line 156) | def _for_max_iterations_prog(n):
  function test_for_max_iterations1 (line 165) | def test_for_max_iterations1():
  function test_for_max_iterations2 (line 171) | def test_for_max_iterations2():
  function _for_max_iterations_index_prog (line 177) | def _for_max_iterations_index_prog(n):
  function test_for_max_iterations_index1 (line 185) | def test_for_max_iterations_index1():
  function _for_until_prog (line 191) | def _for_until_prog(n):
  function test_for_until1 (line 200) | def test_for_until1():
  function test_for_until2 (line 206) | def test_for_until2():
  function _for_until_max_iterations_prog (line 212) | def _for_until_max_iterations_prog(n, m):
  function test_for_until_max_iterations1 (line 222) | def test_for_until_max_iterations1():
  function test_for_until_max_iterations2 (line 228) | def test_for_until_max_iterations2():
  function test_for_until_max_iterations3 (line 234) | def test_for_until_max_iterations3():

FILE: tests/test_retry.py
  function repeat_retry_data (line 7) | def repeat_retry_data(n: int):
  function repeat_retry (line 30) | def repeat_retry(n: int, should_be_no_error: bool = False):
  function test_repeat_retry_negative (line 46) | def test_repeat_retry_negative():
  function test_repeat_retry0 (line 50) | def test_repeat_retry0():
  function test_repeat_retry1 (line 54) | def test_repeat_retry1():
  function test_repeat_retry2 (line 58) | def test_repeat_retry2():
  function test_repeat_retry3 (line 62) | def test_repeat_retry3():
  function code_retry_data (line 66) | def code_retry_data(n: int):
  function code_retry (line 84) | def code_retry(n: int, should_be_no_error: bool = False):
  function test_code_retry_negative (line 99) | def test_code_retry_negative():
  function test_code_retry0 (line 103) | def test_code_retry0():
  function test_code_retry1 (line 107) | def test_code_retry1():
  function test_code_retry2 (line 111) | def test_code_retry2():
  function test_code_retry3 (line 115) | def test_code_retry3():

FILE: tests/test_role.py
  function test_role0 (line 5) | def test_role0():
  function test_role1 (line 17) | def test_role1():
  function test_role2 (line 30) | def test_role2():
  function test_role3 (line 44) | def test_role3():

FILE: tests/test_runtime_errors.py
  function test_jinja_undefined (line 7) | def test_jinja_undefined():
  function test_jinja_access (line 19) | def test_jinja_access():
  function test_jinja_syntax (line 31) | def test_jinja_syntax():
  function test_parser_jsonl (line 43) | def test_parser_jsonl():
  function test_parser_regex (line 56) | def test_parser_regex():
  function test_type_result (line 73) | def test_type_result():
  function test_get (line 86) | def test_get():
  function test_call_undefined (line 100) | def test_call_undefined():
  function test_call_bad_name (line 112) | def test_call_bad_name():
  function test_call_bad_args (line 124) | def test_call_bad_args():

FILE: tests/test_schema.py
  function test_saved_schema (line 10) | def test_saved_schema():

FILE: tests/test_secrets_redaction.py
  class TestRedactSecrets (line 11) | class TestRedactSecrets:
    method test_redact_simple_string (line 14) | def test_redact_simple_string(self):
    method test_redact_multiple_secrets (line 20) | def test_redact_multiple_secrets(self):
    method test_redact_nested_dict (line 26) | def test_redact_nested_dict(self):
    method test_redact_list (line 39) | def test_redact_list(self):
    method test_redact_mixed_structure (line 45) | def test_redact_mixed_structure(self):
    method test_empty_secrets_list (line 58) | def test_empty_secrets_list(self):
    method test_no_matching_secrets (line 64) | def test_no_matching_secrets(self):
    method test_case_sensitive (line 70) | def test_case_sensitive(self):
    method test_primitives_unchanged (line 76) | def test_primitives_unchanged(self):
    method test_partial_match_in_string (line 83) | def test_partial_match_in_string(self):
    method test_multiple_occurrences (line 89) | def test_multiple_occurrences(self):
  class TestWriteTrace (line 96) | class TestWriteTrace:
    method test_write_trace_without_secrets (line 99) | def test_write_trace_without_secrets(self):
    method test_write_trace_with_secrets (line 116) | def test_write_trace_with_secrets(self):
    method test_write_trace_backward_compatibility (line 135) | def test_write_trace_backward_compatibility(self):
    method test_write_trace_with_empty_secrets (line 149) | def test_write_trace_with_empty_secrets(self):
    method test_write_trace_with_none_secrets (line 167) | def test_write_trace_with_none_secrets(self):

FILE: tests/test_sequence.py
  function test_sequence_text1 (line 4) | def test_sequence_text1():
  function test_sequence_text2 (line 16) | def test_sequence_text2():
  function test_sequence_text3 (line 29) | def test_sequence_text3():
  function test_sequence_array1 (line 42) | def test_sequence_array1():
  function test_sequence_join1 (line 54) | def test_sequence_join1():

FILE: tests/test_type_checking.py
  function test_pdltype_to_jsonschema (line 166) | def test_pdltype_to_jsonschema():
  function test_function_call (line 194) | def test_function_call():
  function test_function_call1 (line 213) | def test_function_call1():
  function test_function_call2 (line 232) | def test_function_call2():
  function test_function_call3 (line 251) | def test_function_call3():
  function test_function_call4 (line 270) | def test_function_call4():
  function test_function_call5 (line 289) | def test_function_call5():
  function test_function_call6 (line 308) | def test_function_call6():
  function test_function_call7 (line 327) | def test_function_call7():
  function test_function_call8 (line 346) | def test_function_call8():
  function test_function_call9 (line 365) | def test_function_call9():
  function test_function_call10 (line 387) | def test_function_call10():
  function test_function_call11 (line 409) | def test_function_call11():
  function test_function_call12 (line 428) | def test_function_call12():
  function test_function_call13 (line 447) | def test_function_call13():
  function test_function_call14 (line 466) | def test_function_call14():
  function test_function_call15 (line 486) | def test_function_call15():
  function test_function_call16 (line 506) | def test_function_call16():
  function test_function_call17 (line 526) | def test_function_call17():
  function test_function_call18 (line 546) | def test_function_call18():
  function test_hello (line 558) | def test_hello():
  function test_hello1 (line 570) | def test_hello1():
  function test_hello2 (line 587) | def test_hello2():
  function do_test_stderr (line 592) | def do_test_stderr(capsys, prog, err):
  function test_deprecated (line 600) | def test_deprecated(capsys: pytest.CaptureFixture[str]):

FILE: tests/test_var.py
  function test_var (line 32) | def test_var():
  function test_code_shared_scope (line 65) | def test_code_shared_scope():
  function test_code_shared_scope_no_mutate (line 91) | def test_code_shared_scope_no_mutate():
  function test_code_var (line 112) | def test_code_var():
  function test_missing_var (line 129) | def test_missing_var():
  function test_missing_call (line 140) | def test_missing_call():