From f12b367e03001dbabbdc1c1b6ea939ceb3b1e08e Mon Sep 17 00:00:00 2001 From: Mavdol Date: Tue, 9 Dec 2025 18:25:47 +0100 Subject: [PATCH 1/8] Add cli folder --- crates/capsule-cli/Cargo.toml | 13 +++++++++++++ 1 file changed, 13 insertions(+) create mode 100644 crates/capsule-cli/Cargo.toml diff --git a/crates/capsule-cli/Cargo.toml b/crates/capsule-cli/Cargo.toml new file mode 100644 index 0000000..0d8b88a --- /dev/null +++ b/crates/capsule-cli/Cargo.toml @@ -0,0 +1,13 @@ +[package] +name = "capsule-cli" +version = "0.1.0" +edition = "2024" + + +[dependencies] +clap = { version = "4.5.53", features = ["derive"] } +capsule-core = { path = "../capsule-core" } +tokio = { version = "1.48.0", features = ["rt", "rt-multi-thread", "macros"] } +serde_json = "1" + + From 947f725396ddebc1bd4c95bc3a14fba3bd691502 Mon Sep 17 00:00:00 2001 From: Mavdol Date: Tue, 9 Dec 2025 18:27:50 +0100 Subject: [PATCH 2/8] ignore sdk dist folder --- .gitignore | 2 ++ 1 file changed, 2 insertions(+) diff --git 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#[arg(trailing_var_arg = true, allow_hyphen_values = true)] + args: Vec, + }, +} diff --git a/crates/capsule-cli/src/commands/mod.rs b/crates/capsule-cli/src/commands/mod.rs new file mode 100644 index 0000000..c8c297a --- /dev/null +++ b/crates/capsule-cli/src/commands/mod.rs @@ -0,0 +1,3 @@ +pub mod run; + +pub use run::*; diff --git a/crates/capsule-cli/src/commands/run.rs b/crates/capsule-cli/src/commands/run.rs new file mode 100644 index 0000000..f6b9bba --- /dev/null +++ b/crates/capsule-cli/src/commands/run.rs @@ -0,0 +1,69 @@ +use std::fmt; +use std::path::Path; + +use capsule_core::wasm::commands::create::CreateInstance; +use capsule_core::wasm::commands::run::RunInstance; +use capsule_core::wasm::execution_policy::ExecutionPolicy; +use capsule_core::wasm::compiler::python::{PythonWasmCompiler, PythonWasmCompilerError}; +use capsule_core::wasm::runtime::WasmRuntimeError; +use capsule_core::wasm::runtime::Runtime; + +pub enum RunError { + IoError(String), + CompileFailed(String), +} + +impl fmt::Display for RunError { + fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { + match self { + RunError::IoError(msg) => write!(f, "{}", msg), + RunError::CompileFailed(msg) => write!(f, "{}", msg), + } + } +} + +impl From for RunError { + fn from(err: std::io::Error) -> Self { + RunError::IoError(err.to_string()) + } +} + +impl From for RunError { + fn from(err: PythonWasmCompilerError) -> Self { + RunError::CompileFailed(err.to_string()) + } +} + +impl From for RunError { + fn from(err: WasmRuntimeError) -> Self { + RunError::CompileFailed(err.to_string()) + } +} + +pub async fn execute(file_path: &Path, args: Vec) -> Result { + let compiler = PythonWasmCompiler::new(file_path)?; + let wasm_path = compiler.compile_wasm()?; + + let runtime_config = capsule_core::wasm::runtime::RuntimeConfig { + cache_dir: compiler.cache_dir.clone(), + }; + let runtime = Runtime::with_config(runtime_config)?; + + let execution_policy = ExecutionPolicy::default(); + let create_instance_command = CreateInstance::new(execution_policy.clone(), args.clone()) + .wasm_path(wasm_path); + + let (store, instance, task_id) = runtime.execute(create_instance_command).await?; + + let args_json = serde_json::json!({ + "task_name": "main", + "args": args, + "kwargs": {} + }).to_string(); + + let run_instance_command = RunInstance::new(task_id, execution_policy, store, instance, args_json); + + let result = runtime.execute(run_instance_command).await?; + + Ok(result) +} diff --git a/crates/capsule-cli/src/main.rs b/crates/capsule-cli/src/main.rs new file mode 100644 index 0000000..d14b723 --- /dev/null +++ b/crates/capsule-cli/src/main.rs @@ -0,0 +1,43 @@ +pub mod cli; +pub mod commands; + +use std::fmt; +use std::path::Path; +use clap::Parser; + +use cli::{Cli, Commands}; +use commands::{run, RunError}; + +#[derive(Debug)] +pub enum CliError { + RunError(String), +} + +impl fmt::Display for CliError { + fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { + match self { + CliError::RunError(msg) => write!(f, "{}", msg), + } + } +} + +impl From for CliError { + fn from(err: RunError) -> Self { + CliError::RunError(err.to_string()) + } +} + + + +#[tokio::main] +async fn main() -> Result<(), CliError> { + let cli = Cli::parse(); + + match cli.command { + Commands::Run { file, args } => { + run::execute(Path::new(&file), args).await?; + } + } + + Ok(()) +} From 4dc96420733ea79a1f9dcbdee81266060101ce40 Mon Sep 17 00:00:00 2001 From: Mavdol Date: Tue, 9 Dec 2025 21:04:01 +0100 Subject: [PATCH 4/8] linked rust-analyzer --- .vscode/settings.json | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.vscode/settings.json b/.vscode/settings.json index d3f9614..7d08ff9 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -1,5 +1,6 @@ { "rust-analyzer.linkedProjects": [ - "crates/capsule-core/Cargo.toml" + "crates/capsule-core/Cargo.toml", + "crates/capsule-cli/Cargo.toml" ] } From bee384ccf88a67479ed603365b82682fc06ddaee Mon Sep 17 00:00:00 2001 From: Mavdol Date: Tue, 9 Dec 2025 22:14:55 +0100 Subject: [PATCH 5/8] improve SDK and python compile for better deep task detection --- .../capsule-core/src/wasm/compiler/python.rs | 5 ++- crates/capsule-sdk/python/src/capsule/app.py | 7 +++- .../python/src/capsule/decorator.py | 4 +-- .../python/src/capsule/host_api.py | 34 +++++++++++++------ 4 files changed, 36 insertions(+), 14 deletions(-) diff --git a/crates/capsule-core/src/wasm/compiler/python.rs b/crates/capsule-core/src/wasm/compiler/python.rs index 08c17e6..f354e83 100644 --- a/crates/capsule-core/src/wasm/compiler/python.rs +++ b/crates/capsule-core/src/wasm/compiler/python.rs @@ -95,8 +95,11 @@ impl PythonWasmCompiler { # Import the user's module - this registers all @task decorated functions import {module_name} +# Store reference to main module so SDK can find main() even without @task +import capsule.app +capsule.app._main_module = {module_name} + # Re-export the TaskRunner and exports from the SDK -# This is what componentize-py needs to find from capsule.app import TaskRunner, exports "#, module_name = module_name diff --git a/crates/capsule-sdk/python/src/capsule/app.py b/crates/capsule-sdk/python/src/capsule/app.py index 203d8de..8d58205 100644 --- a/crates/capsule-sdk/python/src/capsule/app.py +++ b/crates/capsule-sdk/python/src/capsule/app.py @@ -7,6 +7,7 @@ import json _TASKS = {} +_main_module = None def register_task(name: str, func, config: dict = None): @@ -71,13 +72,17 @@ def run(self, args_json: str) -> str: if task_func is None and task_name != "main": task_func = get_task("main") + if task_func is None and _main_module is not None: + if hasattr(_main_module, 'main') and callable(_main_module.main): + task_func = _main_module.main + if task_func is None and _TASKS: first_task_name = next(iter(_TASKS.keys())) task_func = get_task(first_task_name) if task_func is None: return json.dumps({ - "error": f"No tasks found. Available: {list(_TASKS.keys())}" + "error": f"No tasks or main() function found. Available tasks: {list(_TASKS.keys())}" }) result = task_func(*args, **kwargs) diff --git a/crates/capsule-sdk/python/src/capsule/decorator.py b/crates/capsule-sdk/python/src/capsule/decorator.py index bf46f67..f3cf182 100644 --- a/crates/capsule-sdk/python/src/capsule/decorator.py +++ b/crates/capsule-sdk/python/src/capsule/decorator.py @@ -1,6 +1,6 @@ import json import functools -from .host_api import call_host, IS_WASM +from .host_api import call_host, is_wasm_mode from . import app @@ -43,7 +43,7 @@ def decorator(func): @functools.wraps(func) def wrapper(*args, **kwargs): - if not IS_WASM: + if not is_wasm_mode(): return func(*args, **kwargs) args_data = list(args) diff --git a/crates/capsule-sdk/python/src/capsule/host_api.py b/crates/capsule-sdk/python/src/capsule/host_api.py index eb82667..dc12d74 100644 --- a/crates/capsule-sdk/python/src/capsule/host_api.py +++ b/crates/capsule-sdk/python/src/capsule/host_api.py @@ -8,15 +8,29 @@ import json -IS_WASM = False +_host = None +_is_wasm_checked = False +_is_wasm = False -# capsule-core generates bindings in wit_world.imports.api -try: - from wit_world.imports import api as host - IS_WASM = True -except ImportError: - IS_WASM = False - host = None +def _check_wasm(): + """Lazily check if we're running in WASM mode.""" + global _host, _is_wasm_checked, _is_wasm + if not _is_wasm_checked: + try: + from wit_world.imports import api as host_module + _host = host_module + _is_wasm = True + except ImportError: + _is_wasm = False + _is_wasm_checked = True + return _is_wasm + +@property +def IS_WASM(): + return _check_wasm() + +def is_wasm_mode(): + return _check_wasm() def call_host(name: str, args: list, config: dict) -> str: """ @@ -43,9 +57,9 @@ def call_host(name: str, args: list, config: dict) -> str: In local mode: Returns mocked result """ - if IS_WASM and host is not None: + if _check_wasm() and _host is not None: try: - result = host.schedule_task(name, json.dumps(args), json.dumps(config)) + result = _host.schedule_task(name, json.dumps(args), json.dumps(config)) return result except Exception as e: return json.dumps({"error": f"Host call failed: {str(e)}"}) From f41a02a8b8543f4b290dfab88765ea8f519a3f9c Mon Sep 17 00:00:00 2001 From: Mavdol Date: Tue, 9 Dec 2025 22:17:26 +0100 Subject: [PATCH 6/8] improve examples --- examples/hello-world/main.py | 38 +++-------- examples/recursive-tasks/main.py | 54 ++++++++++++++++ examples/voice-of-customer/src/main.py | 57 +++++++++-------- .../voice-of-customer/src/model/__init__.py | 1 + .../voice-of-customer/src/tasks/analyze.py | 20 +++--- examples/voice-of-customer/src/tasks/fetch.py | 63 ++++++++----------- 6 files changed, 132 insertions(+), 101 deletions(-) create mode 100644 examples/recursive-tasks/main.py create mode 100644 examples/voice-of-customer/src/model/__init__.py diff --git a/examples/hello-world/main.py b/examples/hello-world/main.py index 4da0919..ab601ac 100644 --- a/examples/hello-world/main.py +++ b/examples/hello-world/main.py @@ -1,34 +1,16 @@ -import asyncio from capsule import task -@task(name="greet", compute="LOW", ram="64MB", timeout="5s", max_retries=2) -def greet(name: str) -> str: - """A simple greeting task running in isolation.""" - return f"Hello, {name}!" -@task(name="calculate", compute="LOW", ram="64MB", timeout="5s") -def calculate(x: int, y: int) -> str: - """A calculation task with resource limits.""" - result = x + y - return f"The answer is {result}" +@task(name="First_task", compute="MEDIUM", ram="128MB") +def weird() -> str: + """Simple main task that just returns a message.""" + return "Pre task like! 1" -@task(name="format_message", compute="LOW", ram="64MB", timeout="5s", max_retries=1) -def format_message(prefix: str, suffix: str) -> str: - """A message formatting task.""" - return f"{prefix} to {suffix}" +@task(name="de", compute="MEDIUM", ram="128MB") +def main() -> str: + """Simple main task that just returns a message.""" + weirdo = weird() + print(weirdo) + return "Hello from caps! šŸš€" -async def main(): - task1 = greet("Capsule") - task2 = calculate(40, 2) - task3 = format_message("Welcome", "isolated execution") - - results = await asyncio.gather(task1, task2, task3) - - print(f"Task 1: {results[0]}") - print(f"Task 2: {results[1]}") - print(f"Task 3: {results[2]}") - print("\nāœØ All tasks completed successfully!") - -if __name__ == "__main__": - asyncio.run(main()) diff --git a/examples/recursive-tasks/main.py b/examples/recursive-tasks/main.py new file mode 100644 index 0000000..1c7da78 --- /dev/null +++ b/examples/recursive-tasks/main.py @@ -0,0 +1,54 @@ +""" +Example demonstrating recursive/nested task execution with config. + +This example shows: +1. How task configuration is properly passed from decorator to host +2. How tasks can call other tasks (recursive execution) +3. How the host creates isolated Wasm instances for each task +""" + +from capsule import task + + +@task(name="add", compute="LOW", ram="64MB", timeout="5s") +def add(a: int, b: int) -> int: + """A simple addition task with LOW compute requirements.""" + return a + b + + +@task(name="multiply", compute="MEDIUM", ram="128MB", timeout="10s") +def multiply(a: int, b: int) -> int: + """A multiplication task with MEDIUM compute requirements.""" + return a * b + + +@task(name="complex_calculation", compute="HIGH", ram="512MB", timeout="30s", max_retries=3) +def complex_calculation(x: int, y: int) -> dict: + """ + A complex calculation that spawns sub-tasks. + + This demonstrates recursive task execution: + 1. The host creates a Wasm instance for this task + 2. This task calls add() and multiply() + 3. Each call creates a NEW Wasm instance with its own resource limits + 4. Results are returned back up the chain + """ + sum_result = add(x, y) + product_result = multiply(x, y) + + return { + "sum": sum_result, + "product": product_result, + "total": sum_result + product_result + } + + +@task(name="main", compute="MEDIUM", ram="256MB") +def main() -> dict: + """Main entry point - orchestrates the workflow.""" + print("Starting complex calculation workflow...") + + result = complex_calculation(10, 5) + + print(f"Calculation complete: {result}") + return result diff --git a/examples/voice-of-customer/src/main.py b/examples/voice-of-customer/src/main.py index 0d83448..5a625c6 100644 --- a/examples/voice-of-customer/src/main.py +++ b/examples/voice-of-customer/src/main.py @@ -1,20 +1,29 @@ -import asyncio -from src.tasks.fetch import ( +""" +Voice of Customer - Example with Module Imports + +This example demonstrates: +1. Task registration across multiple imported modules +2. Nested directory structure with tasks/ +3. Each @task creates an isolated Wasm instance +""" + +from capsule import task +from tasks.fetch import ( fetch_twitter_messages, fetch_zendesk_tickets, fetch_appstore_reviews ) -from src.tasks.analyze import analyze_feedback +from tasks.analyze import analyze_feedback -async def main(): +def main() -> dict: print("šŸš€ Voice of Customer Engine - Starting...") print() print("šŸ“„ Fetching feedback from multiple channels...") - twitter_messages = await fetch_twitter_messages(limit=3000) - zendesk_tickets = await fetch_zendesk_tickets(limit=6000) - appstore_reviews = await fetch_appstore_reviews(limit=1000) + twitter_messages = fetch_twitter_messages(limit=50) + zendesk_tickets = fetch_zendesk_tickets(limit=50) + appstore_reviews = fetch_appstore_reviews(limit=50) print(f"āœ“ Fetched {len(twitter_messages)} Twitter messages") print(f"āœ“ Fetched {len(zendesk_tickets)} Zendesk tickets") @@ -25,32 +34,28 @@ async def main(): print(f"šŸ“Š Total feedback messages: {len(all_feedback)}") print() - print("šŸ” Analyzing feedback (this runs in parallel)...") - print("šŸ’” Tip: Run 'capsule list' in another terminal to watch progress") + print("šŸ” Analyzing feedback (each creates isolated Wasm instance)...") print() - tasks = [analyze_feedback(msg) for msg in all_feedback] - results = await asyncio.gather(*tasks, return_exceptions=True) + results = [] + for msg in all_feedback[:10]: + result = analyze_feedback(msg) + results.append(result) - successful = [r for r in results if not isinstance(r, Exception)] - failed = [r for r in results if isinstance(r, Exception)] - - print(f"āœ… Completed: {len(successful)}/{len(all_feedback)}") - if failed: - print(f"āŒ Failed: {len(failed)} (malformed input or timeout)") + print(f"āœ… Completed: {len(results)} analyses") print() print("šŸ“ˆ Top Insights:") - critical_issues = [r for r in successful if r["urgency"] == "critical"] - bugs = [r for r in successful if r["category"] == "bug"] + critical_issues = [r for r in results if r["urgency"] == "critical"] + bugs = [r for r in results if r["category"] == "bug"] print(f" ā€¢ Critical issues found: {len(critical_issues)}") print(f" ā€¢ Bugs reported: {len(bugs)}") print() by_source = {} - for result in successful: + for result in results: source = result["source"] by_source.setdefault(source, []).append(result) @@ -59,8 +64,10 @@ async def main(): print(f" ā€¢ {source}: {len(items)} analyzed") print() - print("āœØ Pipeline complete! Check 'traces.jsonl' for detailed metrics.") - print("šŸ’” Tip: Run 'capsule list' to see resource consumption per task") - -if __name__ == "__main__": - asyncio.run(main()) + return { + "total_fetched": len(all_feedback), + "total_analyzed": len(results), + "critical_issues": len(critical_issues), + "bugs": len(bugs), + "by_source": {k: len(v) for k, v in by_source.items()} + } diff --git a/examples/voice-of-customer/src/model/__init__.py b/examples/voice-of-customer/src/model/__init__.py new file mode 100644 index 0000000..577d28c --- /dev/null +++ b/examples/voice-of-customer/src/model/__init__.py @@ -0,0 +1 @@ +# Empty __init__.py to make this a package diff --git a/examples/voice-of-customer/src/tasks/analyze.py b/examples/voice-of-customer/src/tasks/analyze.py index abb6627..d110e70 100644 --- a/examples/voice-of-customer/src/tasks/analyze.py +++ b/examples/voice-of-customer/src/tasks/analyze.py @@ -1,10 +1,8 @@ -import os from capsule import task -from src.models.feedback import AnalysisResult @task( name="analyze_feedback", - compute="MEDIUM", + compute="HIGH", ram="512MB", timeout="30s" ) @@ -17,14 +15,14 @@ def analyze_feedback(message: dict) -> dict: urgency = _simulate_urgency_detection(content, category) summary = _simulate_summarization(content) - return AnalysisResult( - message_id=message["id"], - source=source, - sentiment=sentiment, - category=category, - urgency=urgency, - summary=summary - ).model_dump() + return { + "message_id": message["id"], + "source": source, + "sentiment": sentiment, + "category": category, + "urgency": urgency, + "summary": summary + } def _simulate_sentiment_analysis(content: str) -> str: diff --git a/examples/voice-of-customer/src/tasks/fetch.py b/examples/voice-of-customer/src/tasks/fetch.py index c34190e..7bdbb03 100644 --- a/examples/voice-of-customer/src/tasks/fetch.py +++ b/examples/voice-of-customer/src/tasks/fetch.py @@ -1,77 +1,66 @@ -import os from capsule import task -from faker import Faker -from src.models.feedback import FeedbackMessage - -fake = Faker() @task( name="fetch_twitter", - compute="LOW", + compute="HIGH", ram="128MB", timeout="10s" ) -def fetch_twitter_messages(limit: int = 3000) -> list[dict]: +def fetch_twitter_messages(limit: int = 3000) -> list: """ Simulates fetching messages from Twitter/X API. In production, this would call the real Twitter API. """ messages = [] + print(f"šŸ“„ Fetching {limit} Twitter messages...") for i in range(limit): - messages.append( - FeedbackMessage( - id=f"tw_{i}", - source="twitter", - content=fake.sentence(nb_words=10), # Short, tweet-like - metadata={"likes": fake.random_int(0, 1000)} - ).model_dump() - ) + messages.append({ + "id": f"tw_{i}", + "source": "twitter", + "content": f"Sample tweet message {i} about product feedback", + "metadata": {"likes": i * 10} + }) return messages @task( name="fetch_zendesk", - compute="LOW", + compute="HIGH", ram="256MB", timeout="15s" ) -def fetch_zendesk_tickets(limit: int = 6000) -> list[dict]: +def fetch_zendesk_tickets(limit: int = 6000) -> list: """ Simulates fetching support tickets from Zendesk API. In production, this would call the real Zendesk API. """ messages = [] + priorities = ["low", "medium", "high"] for i in range(limit): - # Zendesk tickets are longer and more technical - content = " ".join([fake.paragraph() for _ in range(3)]) - messages.append( - FeedbackMessage( - id=f"zd_{i}", - source="zendesk", - content=content, - metadata={"ticket_priority": fake.random_element(["low", "medium", "high"])} - ).model_dump() - ) + messages.append({ + "id": f"zd_{i}", + "source": "zendesk", + "content": f"Support ticket {i}: Customer reported issue with feature X. Details: Problem description goes here.", + "metadata": {"ticket_priority": priorities[i % 3]} + }) return messages @task( name="fetch_appstore", - compute="LOW", + compute="HIGH", ram="128MB", timeout="10s" ) -def fetch_appstore_reviews(limit: int = 1000) -> list[dict]: +def fetch_appstore_reviews(limit: int = 1000) -> list: """ Simulates fetching reviews from App Store API. In production, this would call the real App Store Connect API. """ messages = [] for i in range(limit): - messages.append( - FeedbackMessage( - id=f"as_{i}", - source="appstore", - content=fake.paragraph(), - metadata={"rating": fake.random_int(1, 5)} - ).model_dump() - ) + messages.append({ + "id": f"as_{i}", + "source": "appstore", + "content": f"App Store review {i}: User feedback about the application experience.", + "metadata": {"rating": (i % 5) + 1} + }) return messages From 542d6e33702599b94f50f1248497d8dc15f8c39d Mon Sep 17 00:00:00 2001 From: Mavdol Date: Tue, 9 Dec 2025 22:24:13 +0100 Subject: [PATCH 7/8] update roadmap --- ROADMAP.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ROADMAP.md b/ROADMAP.md index 93f20fa..af5b839 100644 --- a/ROADMAP.md +++ b/ROADMAP.md @@ -12,7 +12,7 @@ This document tracks the development status of Capsule. We follow a "Release Ear - [x] **Core:** Rust Host capable of loading Wasm Components. - [x] **SDK (Python):** Basic `@task` decorator with JSON serialization. -- [ ] **CLI:** `capsule run main.py` with JIT compilation. +- [x] **CLI:** `capsule run main.py` with JIT compilation. - [ ] **Limits:** Basic Fuel metering for CPU protection. --- From 9f608aca67e7c1602e47403dd620d1e6b6cc417a Mon Sep 17 00:00:00 2001 From: Mavdol Date: Tue, 9 Dec 2025 22:39:54 +0100 Subject: [PATCH 8/8] improve an explanation in python compiler --- crates/capsule-core/src/wasm/compiler/python.rs | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/crates/capsule-core/src/wasm/compiler/python.rs b/crates/capsule-core/src/wasm/compiler/python.rs index f354e83..82dc0e2 100644 --- a/crates/capsule-core/src/wasm/compiler/python.rs +++ b/crates/capsule-core/src/wasm/compiler/python.rs @@ -90,9 +90,8 @@ impl PythonWasmCompiler { let bootloader_path = self.cache_dir.join("_capsule_boot.py"); let bootloader_content = format!( r#"# Auto-generated bootloader for Capsule -# This file imports the user's module and exports TaskRunner for componentize-py -# Import the user's module - this registers all @task decorated functions +# Import the module and registers all @task decorated functions import {module_name} # Store reference to main module so SDK can find main() even without @task