From 603aa6c8afc3d8830b83d4fced06eb87a224d986 Mon Sep 17 00:00:00 2001
From: anubrag <b.anurag@aol.com>
Date: Mon, 15 Jan 2024 21:06:18 +0530
Subject: [PATCH 1/9] stop validating before initializing

---
 nextpy/build/prerequisites.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nextpy/build/prerequisites.py b/nextpy/build/prerequisites.py
index ab4849bf..5e4558c4 100644
--- a/nextpy/build/prerequisites.py
+++ b/nextpy/build/prerequisites.py
@@ -771,7 +771,7 @@ def initialize_frontend_dependencies():
     # Create the nextpy directory.
     path_ops.mkdir(constants.Nextpy.DIR)
     # validate dependencies before install
-    validate_frontend_dependencies()
+    # validate_frontend_dependencies()
     # Install the frontend dependencies.
     processes.run_concurrently(install_node, install_bun)
     # Set up the web directory.

From 46127c4ada1d80962c92bd8e164b06306c1d1bbd Mon Sep 17 00:00:00 2001
From: anubrag <b.anurag@aol.com>
Date: Mon, 15 Jan 2024 21:09:37 +0530
Subject: [PATCH 2/9] bump to 0.3.2

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d3126d95..037d4810 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "nextpy"
-version = "0.3.0"
+version = "0.3.2"
 description = "⚡The Pure Python Framework for Web Apps, Meticulously Optimized for 🤖AI agents🤖. World's first AMS🥇"
 license = "Apache-2.0"
 authors = ["Team dotagent <anurag@dotagent.ai>"]

From 73cbcdd7328ecc1efd67c744474ab3f05d7dc4e7 Mon Sep 17 00:00:00 2001
From: anubrag <b.anurag@aol.com>
Date: Mon, 15 Jan 2024 21:16:26 +0530
Subject: [PATCH 3/9] change message

---
 nextpy/constants/base.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nextpy/constants/base.py b/nextpy/constants/base.py
index 7ff90def..a62e27aa 100644
--- a/nextpy/constants/base.py
+++ b/nextpy/constants/base.py
@@ -113,7 +113,7 @@ class Next(SimpleNamespace):
     import pyjokes
 
     random_joke = pyjokes.get_joke()
-    print(f"Brace for puns while we compile.:\n{random_joke} 😂\n")
+    print(f"Compiling takes time, but the compiled app is super fast⚡:\n😂{random_joke} 😂\n")
 
     # The node modules directory.
     NODE_MODULES = "node_modules"

From 9532f3ce149a80f88550540ee9cf1072dff5b62e Mon Sep 17 00:00:00 2001
From: anubrag <b.anurag@aol.com>
Date: Mon, 15 Jan 2024 22:26:00 +0530
Subject: [PATCH 4/9] Pull changes from parent + poetry lock updated

---
 nextpy/app.py                                 | 179 +++--
 nextpy/backend/state.py                       |  11 +
 nextpy/build/compiler/compiler.py             | 114 +++
 nextpy/build/prerequisites.py                 |   5 +
 nextpy/build/testing.py                       |   1 +
 .../frontend/templates/apps/base/code/base.py |   6 +-
 poetry.lock                                   | 693 ++++++++++++------
 7 files changed, 713 insertions(+), 296 deletions(-)

diff --git a/nextpy/app.py b/nextpy/app.py
index 6e891c3c..1412dbb2 100644
--- a/nextpy/app.py
+++ b/nextpy/app.py
@@ -9,7 +9,9 @@
 import contextlib
 import copy
 import functools
+import multiprocessing
 import os
+import platform
 from typing import (
     Any,
     AsyncIterator,
@@ -49,11 +51,13 @@
     State,
     StateManager,
     StateUpdate,
+    code_uses_state_contexts,
 )
 from nextpy.base import Base
 from nextpy.build import prerequisites
 from nextpy.build.compiler import compiler
 from nextpy.build.compiler import utils as compiler_utils
+from nextpy.build.compiler.compiler import ExecutorSafeFunctions
 from nextpy.build.config import get_config
 from nextpy.data.model import Model
 from nextpy.frontend.components import connection_modal
@@ -633,6 +637,17 @@ def compile_(self):
             TimeElapsedColumn(),
         )
 
+        # try to be somewhat accurate - but still not 100%
+        adhoc_steps_without_executor = 6
+        fixed_pages_within_executor = 7
+        progress.start()
+        task = progress.add_task(
+            "Compiling:",
+            total=len(self.pages)
+            + fixed_pages_within_executor
+            + adhoc_steps_without_executor,
+        )
+
         # Get the env mode.
         config = get_config()
 
@@ -641,7 +656,6 @@ def compile_(self):
 
         # Compile the pages in parallel.
         custom_components = set()
-        # TODO Anecdotally, processes=2 works 10% faster (cpu_count=12)
         all_imports = {}
         app_wrappers: Dict[tuple[int, str], Component] = {
             # Default app wrap component renders {children}
@@ -651,116 +665,141 @@ def compile_(self):
             # If a theme component was provided, wrap the app with it
             app_wrappers[(20, "Theme")] = self.theme
 
-        with progress, concurrent.futures.ThreadPoolExecutor() as thread_pool:
-            fixed_pages = 7
-            task = progress.add_task("Compiling:", total=len(self.pages) + fixed_pages)
+        progress.advance(task)
 
-            def mark_complete(_=None):
-                progress.advance(task)
+        for _route, component in self.pages.items():
+            # Merge the component style with the app style.
+            component.add_style(self.style)
 
-            for _route, component in self.pages.items():
-                # Merge the component style with the app style.
-                component.add_style(self.style)
+            component.apply_theme(self.theme)
 
-                component.apply_theme(self.theme)
+            # Add component.get_imports() to all_imports.
+            all_imports.update(component.get_imports())
 
-                # Add component.get_imports() to all_imports.
-                all_imports.update(component.get_imports())
+            # Add the app wrappers from this component.
+            app_wrappers.update(component.get_app_wrap_components())
 
-                # Add the app wrappers from this component.
-                app_wrappers.update(component.get_app_wrap_components())
+            # Add the custom components from the page to the set.
+            custom_components |= component.get_custom_components()
 
-                # Add the custom components from the page to the set.
-                custom_components |= component.get_custom_components()
+        progress.advance(task)
 
-            # Perform auto-memoization of stateful components.
-            (
-                stateful_components_path,
-                stateful_components_code,
-                page_components,
-            ) = compiler.compile_stateful_components(self.pages.values())
-            compile_results.append((stateful_components_path, stateful_components_code))
 
-            result_futures = []
+        # Perform auto-memoization of stateful components.
+        (
+            stateful_components_path,
+            stateful_components_code,
+            page_components,
+        ) = compiler.compile_stateful_components(self.pages.values())
+
+
+        progress.advance(task)
+
+        # Catch "static" apps (that do not define a xt.State subclass) which are trying to access xt.State.
+        if code_uses_state_contexts(stateful_components_code) and self.state is None:
+            raise RuntimeError(
+                "To access xt.State in frontend components, at least one "
+                "subclass of xt.State must be defined in the app."
+            )
+        compile_results.append((stateful_components_path, stateful_components_code))
+
+        app_root = self._app_root(app_wrappers=app_wrappers)
+
+        progress.advance(task)
+
+        # Prepopulate the global ExecutorSafeFunctions class with input data required by the compile functions.
+        # This is required for multiprocessing to work, in presence of non-picklable inputs.
+        for route, component in zip(self.pages, page_components):
+            ExecutorSafeFunctions.COMPILE_PAGE_ARGS_BY_ROUTE[route] = (
+                route,
+                component,
+                self.state,
+            )
 
-            def submit_work(fn, *args, **kwargs):
-                """Submit work to the thread pool and add a callback to mark the task as complete.
+        ExecutorSafeFunctions.COMPILE_APP_APP_ROOT = app_root
+        ExecutorSafeFunctions.CUSTOM_COMPONENTS = custom_components
+        ExecutorSafeFunctions.HEAD_COMPONENTS = self.head_components
+        ExecutorSafeFunctions.STYLE = self.style
+        ExecutorSafeFunctions.STATE = self.state
+
+        # Use a forking process pool, if possible.  Much faster, especially for large sites.
+        # Fallback to ThreadPoolExecutor as something that will always work.
+        executor = None
+        if platform.system() in ("Linux", "Darwin"):
+            executor = concurrent.futures.ProcessPoolExecutor(
+                mp_context=multiprocessing.get_context("fork")
+            )
+        else:
+            executor = concurrent.futures.ThreadPoolExecutor()
 
-                The Future will be added to the `result_futures` list.
+        with executor:
+            result_futures = []
 
-                Args:
-                    fn: The function to submit.
-                    *args: The args to submit.
-                    **kwargs: The kwargs to submit.
-                """
-                f = thread_pool.submit(fn, *args, **kwargs)
-                f.add_done_callback(mark_complete)
+            def _mark_complete(_=None):
+                progress.advance(task)
+
+            def _submit_work(fn, *args, **kwargs):
+                f = executor.submit(fn, *args, **kwargs)
+                f.add_done_callback(_mark_complete)
                 result_futures.append(f)
 
             # Compile all page components.
-            for route, component in zip(self.pages, page_components):
-                submit_work(
-                    compiler.compile_page,
-                    route,
-                    component,
-                    self.state,
-                )
+            for route in self.pages:
+                _submit_work(ExecutorSafeFunctions.compile_page, route)
+
 
             # Compile the app wrapper.
-            app_root = self._app_root(app_wrappers=app_wrappers)
-            submit_work(compiler.compile_app, app_root)
+            _submit_work(ExecutorSafeFunctions.compile_app)
+
 
             # Compile the custom components.
-            submit_work(compiler.compile_components, custom_components)
+            _submit_work(ExecutorSafeFunctions.compile_custom_components)
 
             # Compile the root stylesheet with base styles.
-            submit_work(compiler.compile_root_stylesheet, self.stylesheets)
+            _submit_work(compiler.compile_root_stylesheet, self.stylesheets)
 
             # Compile the root document.
-            submit_work(compiler.compile_document_root, self.head_components)
+            _submit_work(ExecutorSafeFunctions.compile_document_root)
 
             # Compile the theme.
-            submit_work(compiler.compile_theme, style=self.style)
+            _submit_work(ExecutorSafeFunctions.compile_theme)
 
             # Compile the contexts.
-            submit_work(compiler.compile_contexts, self.state)
+            _submit_work(ExecutorSafeFunctions.compile_contexts)
 
             # Compile the Tailwind config.
             if config.tailwind is not None:
                 config.tailwind["content"] = config.tailwind.get(
                     "content", constants.Tailwind.CONTENT
                 )
-            submit_work(compiler.compile_tailwind, config.tailwind)
-
-            # Get imports from AppWrap components.
-            all_imports.update(app_root.get_imports())
-
-            # Iterate through all the custom components and add their imports to the all_imports.
-            for component in custom_components:
-                all_imports.update(component.get_imports())
+                _submit_work(compiler.compile_tailwind, config.tailwind)
+            else:
+                _submit_work(compiler.remove_tailwind_from_postcss)
 
             # Wait for all compilation tasks to complete.
             for future in concurrent.futures.as_completed(result_futures):
                 compile_results.append(future.result())
 
-            # Empty the .web pages directory.
-            compiler.purge_web_pages_dir()
+        # Get imports from AppWrap components.
+        all_imports.update(app_root.get_imports())
 
-            # Avoid flickering when installing frontend packages
-            progress.stop()
+        # Iterate through all the custom components and add their imports to the all_imports.
+        for component in custom_components:
+            all_imports.update(component.get_imports())
 
-            # Install frontend packages.
-            self.get_frontend_packages(all_imports)
+        progress.advance(task)
 
-            # Write the pages at the end to trigger the NextJS hot reload only once.
-            write_page_futures = []
-            for output_path, code in compile_results:
-                write_page_futures.append(
-                    thread_pool.submit(compiler_utils.write_page, output_path, code)
-                )
-            for future in concurrent.futures.as_completed(write_page_futures):
-                future.result()
+        # Empty the .web pages directory.
+        compiler.purge_web_pages_dir()
+
+        progress.advance(task)
+        progress.stop()
+
+        # Install frontend packages.
+        self.get_frontend_packages(all_imports)
 
+        for output_path, code in compile_results:
+            compiler_utils.write_page(output_path, code)
     @contextlib.asynccontextmanager
     async def modify_state(self, token: str) -> AsyncIterator[BaseState]:
         """Modify the state out of band.
diff --git a/nextpy/backend/state.py b/nextpy/backend/state.py
index 04099b7f..af91adf2 100644
--- a/nextpy/backend/state.py
+++ b/nextpy/backend/state.py
@@ -2142,3 +2142,14 @@ def _mark_dirty(
         return super()._mark_dirty(
             wrapped=wrapped, instance=instance, args=args, kwargs=kwargs
         )
+    
+def code_uses_state_contexts(javascript_code: str) -> bool:
+    """Check if the rendered Javascript uses state contexts.
+
+    Args:
+        javascript_code: The Javascript code to check.
+
+    Returns:
+        True if the code attempts to access a member of StateContexts.
+    """
+    return bool("useContext(StateContexts" in javascript_code)
diff --git a/nextpy/build/compiler/compiler.py b/nextpy/build/compiler/compiler.py
index dbe7f7a3..1bbc2216 100644
--- a/nextpy/build/compiler/compiler.py
+++ b/nextpy/build/compiler/compiler.py
@@ -438,3 +438,117 @@ def compile_tailwind(
 def purge_web_pages_dir():
     """Empty out .web directory."""
     utils.empty_dir(constants.Dirs.WEB_PAGES, keep_files=["_app.js"])
+
+
+class ExecutorSafeFunctions:
+    """A helper class designed for easier parallel processing during compilation tasks.
+
+    Key Points:
+    - This class is accessible globally, meaning it can be used anywhere in your code.
+    - It's especially useful when you're working with multiple processes, like with a ProcessPoolExecutor.
+    - Here's how it works:
+      1. Before creating a new (child) process, we save any necessary input data in this class.
+      2. When a new process starts (forks), it gets its own copy of this class, including the saved input data.
+      3. The child process uses this copied data to know what it needs to work on.
+
+    Why is this useful?
+    - Sometimes, you can't directly send input data to a new process because it's not in a format that can be easily transferred (not 'picklable'). 
+    - Our method bypasses this problem by storing the data in the class, so there's no need to transfer it in the traditional way.
+    
+    Attributes:
+            COMPILE_PAGE_ARGS_BY_ROUTE (dict): A mapping of routes to their respective page compilation arguments.
+            COMPILE_APP_APP_ROOT (Component | None): The root component of the app, used in app compilation.
+            CUSTOM_COMPONENTS (set[CustomComponent] | None): A set of custom components used in the compilation process.
+            HEAD_COMPONENTS (list[Component] | None): A list of components that form the document head.
+            STYLE (ComponentStyle | None): The style configuration for components.
+            STATE (type[BaseState] | None): The state type used in context compilation.
+
+    Limitations:
+    - It can't handle data that can't be transferred (unpicklable) as output.
+    - Changes made in a child process won't affect the original data in the parent process.
+
+    """
+
+    COMPILE_PAGE_ARGS_BY_ROUTE = {}
+    COMPILE_APP_APP_ROOT: Component | None = None
+    CUSTOM_COMPONENTS: set[CustomComponent] | None = None
+    HEAD_COMPONENTS: list[Component] | None = None
+    STYLE: ComponentStyle | None = None
+    STATE: type[BaseState] | None = None
+
+    @classmethod
+    def compile_page(cls, route: str):
+        """Compile a page.
+
+        Args:
+            route: The route of the page to compile.
+
+        Returns:
+            The path and code of the compiled page.
+        """
+        return compile_page(*cls.COMPILE_PAGE_ARGS_BY_ROUTE[route])
+
+    @classmethod
+    def compile_app(cls):
+        """Compile the app.
+
+        Returns:
+            The path and code of the compiled app.
+
+        Raises:
+            ValueError: If the app root is not set.
+        """
+        if cls.COMPILE_APP_APP_ROOT is None:
+            raise ValueError("COMPILE_APP_APP_ROOT should be set")
+        return compile_app(cls.COMPILE_APP_APP_ROOT)
+
+    @classmethod
+    def compile_custom_components(cls):
+        """Compile the custom components.
+
+        Returns:
+            The path and code of the compiled custom components.
+
+        Raises:
+            ValueError: If the custom components are not set.
+        """
+        if cls.CUSTOM_COMPONENTS is None:
+            raise ValueError("CUSTOM_COMPONENTS should be set")
+        return compile_components(cls.CUSTOM_COMPONENTS)
+
+    @classmethod
+    def compile_document_root(cls):
+        """Compile the document root.
+
+        Returns:
+            The path and code of the compiled document root.
+
+        Raises:
+            ValueError: If the head components are not set.
+        """
+        if cls.HEAD_COMPONENTS is None:
+            raise ValueError("HEAD_COMPONENTS should be set")
+        return compile_document_root(cls.HEAD_COMPONENTS)
+
+    @classmethod
+    def compile_theme(cls):
+        """Compile the theme.
+
+        Returns:
+            The path and code of the compiled theme.
+
+        Raises:
+            ValueError: If the style is not set.
+        """
+        if cls.STYLE is None:
+            raise ValueError("STYLE should be set")
+        return compile_theme(cls.STYLE)
+
+    @classmethod
+    def compile_contexts(cls):
+        """Compile the contexts.
+
+        Returns:
+            The path and code of the compiled contexts.
+        """
+        return compile_contexts(cls.STATE)
\ No newline at end of file
diff --git a/nextpy/build/prerequisites.py b/nextpy/build/prerequisites.py
index 5e4558c4..e58f49dd 100644
--- a/nextpy/build/prerequisites.py
+++ b/nextpy/build/prerequisites.py
@@ -164,6 +164,11 @@ def get_app(reload: bool = False) -> ModuleType:
     sys.path.insert(0, os.getcwd())
     app = __import__(module, fromlist=(constants.CompileVars.APP,))
     if reload:
+        from nextpy.backend.state import State
+
+        # Reset xt.State subclasses to avoid conflict when reloading.
+        State.class_subclasses.clear()
+        # Reload the app module.
         importlib.reload(app)
 
     return app
diff --git a/nextpy/build/testing.py b/nextpy/build/testing.py
index 2772383b..b143a05f 100644
--- a/nextpy/build/testing.py
+++ b/nextpy/build/testing.py
@@ -167,6 +167,7 @@ def _initialize_app(self):
             nextpy.build.config.get_config(reload=True)
             # reset xt.State subclasses
             State.class_subclasses.clear()
+            os.environ.pop(nextpy.constants.PYTEST_CURRENT_TEST, None)
             # self.app_module.app.
             self.app_module = nextpy.build.prerequisites.get_compiled_app(reload=True)
         self.app_instance = self.app_module.app
diff --git a/nextpy/frontend/templates/apps/base/code/base.py b/nextpy/frontend/templates/apps/base/code/base.py
index 1dcbc9d3..ee5a2810 100644
--- a/nextpy/frontend/templates/apps/base/code/base.py
+++ b/nextpy/frontend/templates/apps/base/code/base.py
@@ -10,5 +10,9 @@
 
 import nextpy as xt
 
-# Create the app and compile it.
+class State(xt.State):
+    """Define empty state to allow access to rx.State.router."""
+
+
+# Create the app.
 app = xt.App(style=styles.base_style)
diff --git a/poetry.lock b/poetry.lock
index 628fb3f7..30932ee6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,9 +1,10 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
 version = "3.9.1"
 description = "Async http client/server framework (asyncio)"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -100,6 +101,7 @@ speedups = ["Brotli", "aiodns", "brotlicffi"]
 name = "aiosignal"
 version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -114,6 +116,7 @@ frozenlist = ">=1.1.0"
 name = "alembic"
 version = "1.13.1"
 description = "A database migration tool for SQLAlchemy."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -135,6 +138,7 @@ tz = ["backports.zoneinfo"]
 name = "anyio"
 version = "4.2.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -157,6 +161,7 @@ trio = ["trio (>=0.23)"]
 name = "appnope"
 version = "0.1.3"
 description = "Disable App Nap on macOS >= 10.9"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -168,6 +173,7 @@ files = [
 name = "astroid"
 version = "3.0.2"
 description = "An abstract syntax tree for Python with inference support."
+category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -182,6 +188,7 @@ typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 name = "asttokens"
 version = "2.4.1"
 description = "Annotate AST trees with source code positions"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -200,6 +207,7 @@ test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 name = "async-timeout"
 version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -211,6 +219,7 @@ files = [
 name = "asynctest"
 version = "0.13.0"
 description = "Enhance the standard unittest package with features for testing asyncio libraries"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -220,26 +229,29 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "23.2.0"
 description = "Classes Without Boilerplate"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
-    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
+dev = ["attrs[tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "backcall"
 version = "0.2.0"
 description = "Specifications for callback functions passed in to an API"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -251,6 +263,7 @@ files = [
 name = "bidict"
 version = "0.22.1"
 description = "The bidirectional mapping library for Python."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -267,6 +280,7 @@ test = ["hypothesis", "pytest", "pytest-benchmark[histogram]", "pytest-cov", "py
 name = "black"
 version = "22.12.0"
 description = "The uncompromising code formatter."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -302,6 +316,7 @@ uvloop = ["uvloop (>=0.15.2)"]
 name = "build"
 version = "1.0.3"
 description = "A simple, correct Python build frontend"
+category = "dev"
 optional = false
 python-versions = ">= 3.7"
 files = [
@@ -326,6 +341,7 @@ virtualenv = ["virtualenv (>=20.0.35)"]
 name = "certifi"
 version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -337,6 +353,7 @@ files = [
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -401,6 +418,7 @@ pycparser = "*"
 name = "cfgv"
 version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -412,6 +430,7 @@ files = [
 name = "charset-normalizer"
 version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -511,6 +530,7 @@ files = [
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -525,6 +545,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "cloudpickle"
 version = "2.2.1"
 description = "Extended pickling support for Python objects"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -536,6 +557,7 @@ files = [
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -545,13 +567,14 @@ files = [
 
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 name = "comm"
-version = "0.2.0"
+version = "0.2.1"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -562,63 +585,64 @@ test = ["pytest"]
 
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+version = "7.4.0"
 description = "Code coverage measurement for Python"
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+    {file = "coverage-7.4.0.tar.gz", hash = "sha256:707c0f58cb1712b8809ece32b68996ee1e609f71bd14615bd8f87a1293cb610e"},
 ]
 
 [package.dependencies]
@@ -631,6 +655,7 @@ toml = ["tomli"]
 name = "cryptography"
 version = "41.0.7"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -676,6 +701,7 @@ test-randomorder = ["pytest-randomly"]
 name = "darglint"
 version = "1.8.1"
 description = "A utility for ensuring Google-style docstrings stay up to date with the source code."
+category = "dev"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
@@ -687,6 +713,7 @@ files = [
 name = "debugpy"
 version = "1.8.0"
 description = "An implementation of the Debug Adapter Protocol for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -714,6 +741,7 @@ files = [
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -725,6 +753,7 @@ files = [
 name = "dill"
 version = "0.3.7"
 description = "serialize all of Python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -739,6 +768,7 @@ graph = ["objgraph (>=1.7.2)"]
 name = "diskcache"
 version = "5.6.3"
 description = "Disk Cache -- Disk and file backed persistent cache."
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -750,6 +780,7 @@ files = [
 name = "distlib"
 version = "0.3.8"
 description = "Distribution utilities"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -761,6 +792,7 @@ files = [
 name = "distro"
 version = "1.9.0"
 description = "Distro - an OS platform information API"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -772,6 +804,7 @@ files = [
 name = "exceptiongroup"
 version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -786,6 +819,7 @@ test = ["pytest (>=6)"]
 name = "executing"
 version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -800,6 +834,7 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 name = "fastapi"
 version = "0.96.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -821,6 +856,7 @@ test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==23.1.0)", "coverage[toml] (>=6
 name = "filelock"
 version = "3.13.1"
 description = "A platform independent file lock."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -837,6 +873,7 @@ typing = ["typing-extensions (>=4.8)"]
 name = "frozenlist"
 version = "1.4.1"
 description = "A list-like structure which implements collections.abc.MutableSequence"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -923,6 +960,7 @@ files = [
 name = "fsspec"
 version = "2023.12.2"
 description = "File-system specification"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -958,6 +996,7 @@ tqdm = ["tqdm"]
 name = "gprof2dot"
 version = "2022.7.29"
 description = "Generate a dot graph from the output of several profilers."
+category = "dev"
 optional = false
 python-versions = ">=2.7"
 files = [
@@ -969,6 +1008,7 @@ files = [
 name = "greenlet"
 version = "3.0.3"
 description = "Lightweight in-process concurrent programming"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1040,6 +1080,7 @@ test = ["objgraph", "psutil"]
 name = "gunicorn"
 version = "20.1.0"
 description = "WSGI HTTP Server for UNIX"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1060,6 +1101,7 @@ tornado = ["tornado (>=0.2)"]
 name = "h11"
 version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1071,6 +1113,7 @@ files = [
 name = "httpcore"
 version = "1.0.2"
 description = "A minimal low-level HTTP client."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1085,13 +1128,14 @@ h11 = ">=0.13,<0.15"
 [package.extras]
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (==1.*)"]
+socks = ["socksio (>=1.0.0,<2.0.0)"]
 trio = ["trio (>=0.22.0,<0.23.0)"]
 
 [[package]]
 name = "httpx"
 version = "0.25.2"
 description = "The next generation HTTP client."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1102,25 +1146,26 @@ files = [
 [package.dependencies]
 anyio = "*"
 certifi = "*"
-httpcore = "==1.*"
+httpcore = ">=1.0.0,<2.0.0"
 idna = "*"
 sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
-cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
+cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (==1.*)"]
+socks = ["socksio (>=1.0.0,<2.0.0)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.20.1"
+version = "0.20.2"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
+category = "dev"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "huggingface_hub-0.20.1-py3-none-any.whl", hash = "sha256:ecfdea395a8bc68cd160106c5bd857f7e010768d95f9e1862a779010cc304831"},
-    {file = "huggingface_hub-0.20.1.tar.gz", hash = "sha256:8c88c4c3c8853e22f2dfb4d84c3d493f4e1af52fb3856a90e1eeddcf191ddbb1"},
+    {file = "huggingface_hub-0.20.2-py3-none-any.whl", hash = "sha256:53752eda2239d30a470c307a61cf9adcf136bc77b0a734338c7d04941af560d8"},
+    {file = "huggingface_hub-0.20.2.tar.gz", hash = "sha256:215c5fceff631030c7a3d19ba7b588921c908b3f21eef31d160ebc245b200ff6"},
 ]
 
 [package.dependencies]
@@ -1148,6 +1193,7 @@ typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "t
 name = "identify"
 version = "2.5.33"
 description = "File identification library for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1162,6 +1208,7 @@ license = ["ukkonen"]
 name = "idna"
 version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1173,6 +1220,7 @@ files = [
 name = "importlib-metadata"
 version = "7.0.1"
 description = "Read metadata from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1192,6 +1240,7 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 name = "importlib-resources"
 version = "6.1.1"
 description = "Read resources from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1210,6 +1259,7 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1219,13 +1269,14 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.27.1"
+version = "6.28.0"
 description = "IPython Kernel for Jupyter"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.27.1-py3-none-any.whl", hash = "sha256:dab88b47f112f9f7df62236511023c9bdeef67abc73af7c652e4ce4441601686"},
-    {file = "ipykernel-6.27.1.tar.gz", hash = "sha256:7d5d594b6690654b4d299edba5e872dc17bb7396a8d0609c97cb7b8a1c605de6"},
+    {file = "ipykernel-6.28.0-py3-none-any.whl", hash = "sha256:c6e9a9c63a7f4095c0a22a79f765f079f9ec7be4f2430a898ddea889e8665661"},
+    {file = "ipykernel-6.28.0.tar.gz", hash = "sha256:69c11403d26de69df02225916f916b37ea4b9af417da0a8c827f84328d88e5f3"},
 ]
 
 [package.dependencies]
@@ -1234,12 +1285,12 @@ comm = ">=0.1.1"
 debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
 psutil = "*"
-pyzmq = ">=20"
+pyzmq = ">=24"
 tornado = ">=6.1"
 traitlets = ">=5.4.0"
 
@@ -1254,6 +1305,7 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 name = "ipython"
 version = "8.12.3"
 description = "IPython: Productive Interactive Computing"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1293,6 +1345,7 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
 name = "isort"
 version = "5.13.2"
 description = "A Python utility / library to sort Python imports."
+category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -1307,6 +1360,7 @@ colors = ["colorama (>=0.4.6)"]
 name = "jedi"
 version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1324,13 +1378,14 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.2"
+version = "3.1.3"
 description = "A very fast and expressive template engine."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
-    {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
+    {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
+    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
 ]
 
 [package.dependencies]
@@ -1343,6 +1398,7 @@ i18n = ["Babel (>=2.7)"]
 name = "jupyter-client"
 version = "8.6.0"
 description = "Jupyter protocol implementation and client libraries"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1352,7 +1408,7 @@ files = [
 
 [package.dependencies]
 importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
@@ -1364,13 +1420,14 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 
 [[package]]
 name = "jupyter-core"
-version = "5.5.1"
+version = "5.7.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-5.5.1-py3-none-any.whl", hash = "sha256:220dfb00c45f0d780ce132bb7976b58263f81a3ada6e90a9b6823785a424f739"},
-    {file = "jupyter_core-5.5.1.tar.gz", hash = "sha256:1553311a97ccd12936037f36b9ab4d6ae8ceea6ad2d5c90d94a909e752178e40"},
+    {file = "jupyter_core-5.7.1-py3-none-any.whl", hash = "sha256:c65c82126453a723a2804aa52409930434598fd9d35091d63dfb919d2b765bb7"},
+    {file = "jupyter_core-5.7.1.tar.gz", hash = "sha256:de61a9d7fc71240f688b2fb5ab659fbb56979458dc66a71decd098e03c79e218"},
 ]
 
 [package.dependencies]
@@ -1386,6 +1443,7 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 name = "mako"
 version = "1.3.0"
 description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1405,6 +1463,7 @@ testing = ["pytest"]
 name = "markdown-it-py"
 version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1429,6 +1488,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1498,6 +1558,7 @@ files = [
 name = "matplotlib-inline"
 version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1512,6 +1573,7 @@ traitlets = "*"
 name = "mccabe"
 version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1523,6 +1585,7 @@ files = [
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1534,6 +1597,7 @@ files = [
 name = "mpmath"
 version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1551,6 +1615,7 @@ tests = ["pytest (>=4.6)"]
 name = "msal"
 version = "1.26.0"
 description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
+category = "dev"
 optional = false
 python-versions = ">=2.7"
 files = [
@@ -1570,6 +1635,7 @@ broker = ["pymsalruntime (>=0.13.2,<0.14)"]
 name = "multidict"
 version = "6.0.4"
 description = "multidict implementation"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1653,6 +1719,7 @@ files = [
 name = "mypy-extensions"
 version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1662,19 +1729,21 @@ files = [
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.8"
+version = "1.5.9"
 description = "Patch asyncio to allow nested event loops"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "nest_asyncio-1.5.8-py3-none-any.whl", hash = "sha256:accda7a339a70599cb08f9dd09a67e0c2ef8d8d6f4c07f96ab203f2ae254e48d"},
-    {file = "nest_asyncio-1.5.8.tar.gz", hash = "sha256:25aa2ca0d2a5b5531956b9e273b45cf664cae2b145101d73b86b199978d48fdb"},
+    {file = "nest_asyncio-1.5.9-py3-none-any.whl", hash = "sha256:61ec07ef052e72e3de22045b81b2cc7d71fceb04c568ba0b2e4b2f9f5231bec2"},
+    {file = "nest_asyncio-1.5.9.tar.gz", hash = "sha256:d1e1144e9c6e3e6392e0fcf5211cb1c8374b5648a98f1ebe48e5336006b41907"},
 ]
 
 [[package]]
 name = "networkx"
 version = "3.1"
 description = "Python package for creating and manipulating graphs and networks"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1693,6 +1762,7 @@ test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
 name = "nodeenv"
 version = "1.8.0"
 description = "Node.js virtual environment builder"
+category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
 files = [
@@ -1707,6 +1777,7 @@ setuptools = "*"
 name = "numpy"
 version = "1.24.4"
 description = "Fundamental package for array computing in Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1740,10 +1811,57 @@ files = [
     {file = "numpy-1.24.4.tar.gz", hash = "sha256:80f5e3a4e498641401868df4208b74581206afbee7cf7b8329daae82676d9463"},
 ]
 
+[[package]]
+name = "numpy"
+version = "1.26.3"
+description = "Fundamental package for array computing in Python"
+category = "dev"
+optional = false
+python-versions = ">=3.9"
+files = [
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+    {file = "numpy-1.26.3-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:3c67423b3703f8fbd90f5adaa37f85b5794d3366948efe9a5190a5f3a83fc34e"},
+    {file = "numpy-1.26.3-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:46f47ee566d98849323f01b349d58f2557f02167ee301e5e28809a8c0e27a2d0"},
+    {file = "numpy-1.26.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:a8474703bffc65ca15853d5fd4d06b18138ae90c17c8d12169968e998e448bb5"},
+    {file = "numpy-1.26.3.tar.gz", hash = "sha256:697df43e2b6310ecc9d95f05d5ef20eacc09c7c4ecc9da3f235d39e71b7da1e4"},
+]
+
 [[package]]
 name = "nvidia-cublas-cu12"
 version = "12.1.3.1"
 description = "CUBLAS native runtime libraries"
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1755,6 +1873,7 @@ files = [
 name = "nvidia-cuda-cupti-cu12"
 version = "12.1.105"
 description = "CUDA profiling tools runtime libs."
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1766,6 +1885,7 @@ files = [
 name = "nvidia-cuda-nvrtc-cu12"
 version = "12.1.105"
 description = "NVRTC native runtime libraries"
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1777,6 +1897,7 @@ files = [
 name = "nvidia-cuda-runtime-cu12"
 version = "12.1.105"
 description = "CUDA Runtime native Libraries"
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1788,6 +1909,7 @@ files = [
 name = "nvidia-cudnn-cu12"
 version = "8.9.2.26"
 description = "cuDNN runtime libraries"
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1801,6 +1923,7 @@ nvidia-cublas-cu12 = "*"
 name = "nvidia-cufft-cu12"
 version = "11.0.2.54"
 description = "CUFFT native runtime libraries"
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1812,6 +1935,7 @@ files = [
 name = "nvidia-curand-cu12"
 version = "10.3.2.106"
 description = "CURAND native runtime libraries"
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1823,6 +1947,7 @@ files = [
 name = "nvidia-cusolver-cu12"
 version = "11.4.5.107"
 description = "CUDA solver native runtime libraries"
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1839,6 +1964,7 @@ nvidia-nvjitlink-cu12 = "*"
 name = "nvidia-cusparse-cu12"
 version = "12.1.0.106"
 description = "CUSPARSE native runtime libraries"
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1853,6 +1979,7 @@ nvidia-nvjitlink-cu12 = "*"
 name = "nvidia-nccl-cu12"
 version = "2.18.1"
 description = "NVIDIA Collective Communication Library (NCCL) Runtime"
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1863,6 +1990,7 @@ files = [
 name = "nvidia-nvjitlink-cu12"
 version = "12.3.101"
 description = "Nvidia JIT LTO Library"
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1874,6 +2002,7 @@ files = [
 name = "nvidia-nvtx-cu12"
 version = "12.1.105"
 description = "NVIDIA Tools Extension"
+category = "dev"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1885,6 +2014,7 @@ files = [
 name = "openai"
 version = "0.27.10"
 description = "Python client library for the OpenAI API"
+category = "dev"
 optional = false
 python-versions = ">=3.7.1"
 files = [
@@ -1899,7 +2029,7 @@ tqdm = "*"
 
 [package.extras]
 datalib = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
-dev = ["black (>=21.6b0,<22.0)", "pytest (==6.*)", "pytest-asyncio", "pytest-mock"]
+dev = ["black (>=21.6b0,<22.0)", "pytest (>=6.0.0,<7.0.0)", "pytest-asyncio", "pytest-mock"]
 embeddings = ["matplotlib", "numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "plotly", "scikit-learn (>=1.0.2)", "scipy", "tenacity (>=8.0.1)"]
 wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "wandb"]
 
@@ -1907,6 +2037,7 @@ wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1
 name = "outcome"
 version = "1.3.0.post0"
 description = "Capture the outcome of Python function calls."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1921,6 +2052,7 @@ attrs = ">=19.2.0"
 name = "packaging"
 version = "23.2"
 description = "Core utilities for Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1932,6 +2064,7 @@ files = [
 name = "pandas"
 version = "2.0.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1964,9 +2097,9 @@ files = [
 
 [package.dependencies]
 numpy = [
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
     {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
-    {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -1999,6 +2132,7 @@ xml = ["lxml (>=4.6.3)"]
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2014,6 +2148,7 @@ testing = ["docopt", "pytest (<6.0.0)"]
 name = "pathspec"
 version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2025,6 +2160,7 @@ files = [
 name = "pexpect"
 version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2039,6 +2175,7 @@ ptyprocess = ">=0.5"
 name = "pickleshare"
 version = "0.7.5"
 description = "Tiny 'shelve'-like database with concurrency support"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2048,90 +2185,111 @@ files = [
 
 [[package]]
 name = "pillow"
-version = "10.1.0"
+version = "10.2.0"
 description = "Python Imaging Library (Fork)"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pillow-10.2.0.tar.gz", hash = "sha256:e87f0b2c78157e12d7686b27d63c070fd65d994e8ddae6f328e0dcf4a0cd007e"},
 ]
 
 [package.extras]
 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+typing = ["typing-extensions"]
+xmp = ["defusedxml"]
 
 [[package]]
 name = "pipdeptree"
-version = "2.13.1"
+version = "2.13.2"
 description = "Command line utility to show dependency tree of packages."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pipdeptree-2.13.1-py3-none-any.whl", hash = "sha256:760fa0d93f424637445a9e7ca797bf64f283e824cbeadc61f761e12b722bb004"},
-    {file = "pipdeptree-2.13.1.tar.gz", hash = "sha256:1e1acdb2ddc2abdca1718f27ca8dc21622c896a00b8980ec3d42c2208a841a10"},
+    {file = "pipdeptree-2.13.2-py3-none-any.whl", hash = "sha256:0ce50f03a78f688a81265a107dc2fdb2a548d459aedc02824e792485ba884c1d"},
+    {file = "pipdeptree-2.13.2.tar.gz", hash = "sha256:1237791977ef61602dc967b287167c1a6b058501afbc145a04e835c622355e6f"},
 ]
 
 [package.extras]
 graphviz = ["graphviz (>=0.20.1)"]
-test = ["covdefaults (>=2.3)", "diff-cover (>=7.7)", "pip (>=23.2.1)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "virtualenv (>=20.24.3,<21)"]
+test = ["covdefaults (>=2.3)", "diff-cover (>=8.0.1)", "pip (>=23.3.1)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "virtualenv (>=20.25,<21)"]
 
 [[package]]
 name = "platformdirs"
 version = "3.11.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2147,6 +2305,7 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 name = "plotly"
 version = "5.18.0"
 description = "An open-source, interactive data visualization library for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2162,6 +2321,7 @@ tenacity = ">=6.2.0"
 name = "pluggy"
 version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2177,6 +2337,7 @@ testing = ["pytest", "pytest-benchmark"]
 name = "pre-commit"
 version = "3.5.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2195,6 +2356,7 @@ virtualenv = ">=20.10.0"
 name = "prompt-toolkit"
 version = "3.0.43"
 description = "Library for building powerful interactive command lines in Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -2209,6 +2371,7 @@ wcwidth = "*"
 name = "psutil"
 version = "5.9.7"
 description = "Cross-platform lib for process and system monitoring in Python."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -2237,6 +2400,7 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2248,6 +2412,7 @@ files = [
 name = "pure-eval"
 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2262,6 +2427,7 @@ tests = ["pytest"]
 name = "py-cpuinfo"
 version = "9.0.0"
 description = "Get CPU info with pure Python"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2273,6 +2439,7 @@ files = [
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -2284,6 +2451,7 @@ files = [
 name = "pydantic"
 version = "1.10.13"
 description = "Data validation and settings management using python type hints"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2336,6 +2504,7 @@ email = ["email-validator (>=1.0.3)"]
 name = "pygments"
 version = "2.17.2"
 description = "Pygments is a syntax highlighting package written in Python."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2351,6 +2520,7 @@ windows-terminal = ["colorama (>=0.4.6)"]
 name = "pygtrie"
 version = "2.5.0"
 description = "A pure Python trie data structure implementation."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2362,6 +2532,7 @@ files = [
 name = "pyjokes"
 version = "0.6.0"
 description = "One line jokes for programmers (jokes as a service)"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2377,6 +2548,7 @@ test = ["coverage", "pytest", "tox"]
 name = "pyjwt"
 version = "2.8.0"
 description = "JSON Web Token implementation in Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2397,6 +2569,7 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 name = "pylint"
 version = "3.0.3"
 description = "python code static checker"
+category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -2408,8 +2581,8 @@ files = [
 astroid = ">=3.0.1,<=3.1.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = [
+    {version = ">=0.3.6", markers = "python_version >= \"3.11\""},
     {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
-    {version = ">=0.3.6", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
     {version = ">=0.2", markers = "python_version < \"3.11\""},
 ]
 isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
@@ -2427,6 +2600,7 @@ testutils = ["gitpython (>3)"]
 name = "pyparsing"
 version = "3.1.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "dev"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -2441,6 +2615,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pyproject-hooks"
 version = "1.0.0"
 description = "Wrappers to call pyproject.toml-based build backend hooks."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2455,6 +2630,7 @@ tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 name = "pyright"
 version = "1.1.334"
 description = "Command line wrapper for pyright"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2473,6 +2649,7 @@ dev = ["twine (>=3.4.1)"]
 name = "pysocks"
 version = "1.7.1"
 description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -2483,13 +2660,14 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "7.4.3"
+version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-7.4.3-py3-none-any.whl", hash = "sha256:0d009c083ea859a71b76adf7c1d502e4bc170b80a8ef002da5806527b9591fac"},
-    {file = "pytest-7.4.3.tar.gz", hash = "sha256:d989d136982de4e3b29dabcc838ad581c64e8ed52c11fbe86ddebd9da0818cd5"},
+    {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
+    {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
 ]
 
 [package.dependencies]
@@ -2507,6 +2685,7 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "pytest-asyncio"
 version = "0.20.3"
 description = "Pytest support for asyncio"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2525,6 +2704,7 @@ testing = ["coverage (>=6.2)", "flaky (>=3.5.0)", "hypothesis (>=5.7.1)", "mypy
 name = "pytest-benchmark"
 version = "4.0.0"
 description = "A ``pytest`` fixture for benchmarking code. It will group the tests into rounds that are calibrated to the chosen timer."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2545,6 +2725,7 @@ histogram = ["pygal", "pygaljs"]
 name = "pytest-cov"
 version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2563,6 +2744,7 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "pytest-html"
 version = "4.1.1"
 description = "pytest plugin for generating HTML reports"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2583,6 +2765,7 @@ test = ["assertpy (>=1.1)", "beautifulsoup4 (>=4.11.1)", "black (>=22.1.0)", "fl
 name = "pytest-metadata"
 version = "3.0.0"
 description = "pytest plugin for test session metadata"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2600,6 +2783,7 @@ test = ["black (>=22.1.0)", "flake8 (>=4.0.1)", "pre-commit (>=2.17.0)", "tox (>
 name = "pytest-mock"
 version = "3.12.0"
 description = "Thin-wrapper around the mock package for easier use with pytest"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2617,6 +2801,7 @@ dev = ["pre-commit", "pytest-asyncio", "tox"]
 name = "pytest-profiling"
 version = "1.7.0"
 description = "Profiling plugin for py.test"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2636,6 +2821,7 @@ tests = ["pytest-virtualenv"]
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -2648,13 +2834,14 @@ six = ">=1.5"
 
 [[package]]
 name = "python-engineio"
-version = "4.8.0"
+version = "4.8.2"
 description = "Engine.IO server and client for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "python-engineio-4.8.0.tar.gz", hash = "sha256:2a32585d8fecd0118264fe0c39788670456ca9aa466d7c026d995cfff68af164"},
-    {file = "python_engineio-4.8.0-py3-none-any.whl", hash = "sha256:6055ce35b7f32b70641d53846faf76e06f2af0107a714cedb2750595c69ade43"},
+    {file = "python-engineio-4.8.2.tar.gz", hash = "sha256:f8609e3afdda318fdc336b4ba2de8dd397bb8f9b8a1b43e56c27330e32c2e34c"},
+    {file = "python_engineio-4.8.2-py3-none-any.whl", hash = "sha256:a357f0aba275c311b66f22181472ed5b174bbc541742eea1d16feae2fa1afabd"},
 ]
 
 [package.dependencies]
@@ -2669,6 +2856,7 @@ docs = ["sphinx"]
 name = "python-multipart"
 version = "0.0.5"
 description = "A streaming multipart parser for Python"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2680,13 +2868,14 @@ six = ">=1.4.0"
 
 [[package]]
 name = "python-socketio"
-version = "5.10.0"
+version = "5.11.0"
 description = "Socket.IO server and client for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "python-socketio-5.10.0.tar.gz", hash = "sha256:01c616946fa9f67ed5cc3d1568e1c4940acfc64aeeb9ff621a53e80cabeb748a"},
-    {file = "python_socketio-5.10.0-py3-none-any.whl", hash = "sha256:fb18d9b84cfb05289dc207b790c3de59cd242310d9b980b1c31e9faf4f79101a"},
+    {file = "python-socketio-5.11.0.tar.gz", hash = "sha256:b03186e04b942088781f6286c13604a853e5e35ed59158c51ff7af22fa032e6f"},
+    {file = "python_socketio-5.11.0-py3-none-any.whl", hash = "sha256:cfcb0163d77c8d23b98285754e79016786740dd901268654a52823da0bc73382"},
 ]
 
 [package.dependencies]
@@ -2702,6 +2891,7 @@ docs = ["sphinx"]
 name = "pytz"
 version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2713,6 +2903,7 @@ files = [
 name = "pywin32"
 version = "306"
 description = "Python for Window Extensions"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2736,6 +2927,7 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2795,6 +2987,7 @@ files = [
 name = "pyzmq"
 version = "25.1.2"
 description = "Python bindings for 0MQ"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2900,6 +3093,7 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 name = "redis"
 version = "4.6.0"
 description = "Python client for Redis database and key-value store"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2918,6 +3112,7 @@ ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"
 name = "regex"
 version = "2023.12.25"
 description = "Alternative regular expression module, to replace re."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3020,6 +3215,7 @@ files = [
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3041,6 +3237,7 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "rich"
 version = "13.7.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -3060,6 +3257,7 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 name = "ruff"
 version = "0.0.244"
 description = "An extremely fast Python linter, written in Rust."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3085,6 +3283,7 @@ files = [
 name = "safetensors"
 version = "0.4.1"
 description = ""
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3204,6 +3403,7 @@ torch = ["safetensors[numpy]", "torch (>=1.10)"]
 name = "selenium"
 version = "4.16.0"
 description = ""
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3221,6 +3421,7 @@ urllib3 = {version = ">=1.26,<3", extras = ["socks"]}
 name = "setuptools"
 version = "69.0.3"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3237,6 +3438,7 @@ testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jar
 name = "simple-websocket"
 version = "1.0.0"
 description = "Simple WebSocket server and client for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3254,6 +3456,7 @@ docs = ["sphinx"]
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -3265,6 +3468,7 @@ files = [
 name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3276,6 +3480,7 @@ files = [
 name = "sortedcontainers"
 version = "2.4.0"
 description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3285,70 +3490,71 @@ files = [
 
 [[package]]
 name = "sqlalchemy"
-version = "2.0.23"
+version = "2.0.25"
 description = "Database Abstraction Library"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "SQLAlchemy-2.0.25.tar.gz", hash = "sha256:a2c69a7664fb2d54b8682dd774c3b54f67f84fa123cf84dda2a5f40dcaa04e08"},
 ]
 
 [package.dependencies]
 greenlet = {version = "!=0.4.17", markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\""}
-typing-extensions = ">=4.2.0"
+typing-extensions = ">=4.6.0"
 
 [package.extras]
 aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
 aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
-aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
+aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
 asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
 mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
@@ -3358,7 +3564,7 @@ mssql-pyodbc = ["pyodbc"]
 mypy = ["mypy (>=0.910)"]
 mysql = ["mysqlclient (>=1.4.0)"]
 mysql-connector = ["mysql-connector-python"]
-oracle = ["cx-oracle (>=8)"]
+oracle = ["cx_oracle (>=8)"]
 oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
 postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
@@ -3368,12 +3574,13 @@ postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
 postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
-sqlcipher = ["sqlcipher3-binary"]
+sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "sqlmodel"
 version = "0.0.14"
 description = "SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness."
+category = "main"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -3389,6 +3596,7 @@ SQLAlchemy = ">=2.0.0,<2.1.0"
 name = "stack-data"
 version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3408,6 +3616,7 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 name = "starlette"
 version = "0.27.0"
 description = "The little ASGI library that shines."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3426,6 +3635,7 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyam
 name = "starlette-admin"
 version = "0.9.0"
 description = "Fast, beautiful and extensible administrative interface framework for Starlette/FastApi applications"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3448,6 +3658,7 @@ test = ["aiomysql (>=0.1.1,<0.2.0)", "aiosqlite (>=0.17.0,<0.20.0)", "arrow (>=1
 name = "sympy"
 version = "1.12"
 description = "Computer algebra system (CAS) in Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3462,6 +3673,7 @@ mpmath = ">=0.19"
 name = "tabulate"
 version = "0.9.0"
 description = "Pretty-print tabular data"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3476,6 +3688,7 @@ widechars = ["wcwidth"]
 name = "tenacity"
 version = "8.2.3"
 description = "Retry code until it succeeds"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3490,6 +3703,7 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
 name = "tiktoken"
 version = "0.5.2"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3542,6 +3756,7 @@ blobfile = ["blobfile (>=2)"]
 name = "tokenizers"
 version = "0.15.0"
 description = ""
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3657,6 +3872,7 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
 name = "toml"
 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
+category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -3668,6 +3884,7 @@ files = [
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3679,6 +3896,7 @@ files = [
 name = "tomlkit"
 version = "0.12.3"
 description = "Style preserving TOML library"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3690,6 +3908,7 @@ files = [
 name = "torch"
 version = "2.1.2"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
+category = "dev"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -3743,6 +3962,7 @@ opt-einsum = ["opt-einsum (>=3.3)"]
 name = "tornado"
 version = "6.4"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "dev"
 optional = false
 python-versions = ">= 3.8"
 files = [
@@ -3763,6 +3983,7 @@ files = [
 name = "tqdm"
 version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3781,13 +4002,14 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.14.0"
+version = "5.14.1"
 description = "Traitlets Python configuration system"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "traitlets-5.14.0-py3-none-any.whl", hash = "sha256:f14949d23829023013c47df20b4a76ccd1a85effb786dc060f34de7948361b33"},
-    {file = "traitlets-5.14.0.tar.gz", hash = "sha256:fcdaa8ac49c04dfa0ed3ee3384ef6dfdb5d6f3741502be247279407679296772"},
+    {file = "traitlets-5.14.1-py3-none-any.whl", hash = "sha256:2e5a030e6eff91737c643231bfcf04a65b0132078dad75e4936700b213652e74"},
+    {file = "traitlets-5.14.1.tar.gz", hash = "sha256:8585105b371a04b8316a43d5ce29c098575c2e477850b62b848b964f1444527e"},
 ]
 
 [package.extras]
@@ -3798,6 +4020,7 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 name = "transformers"
 version = "4.36.2"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
+category = "dev"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -3864,13 +4087,14 @@ vision = ["Pillow (>=10.0.1,<=15.0)"]
 
 [[package]]
 name = "trio"
-version = "0.23.2"
+version = "0.24.0"
 description = "A friendly Python library for async concurrency and I/O"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "trio-0.23.2-py3-none-any.whl", hash = "sha256:5a0b566fa5d50cf231cfd6b08f3b03aa4179ff004b8f3144059587039e2b26d3"},
-    {file = "trio-0.23.2.tar.gz", hash = "sha256:da1d35b9a2b17eb32cae2e763b16551f9aa6703634735024e32f325c9285069e"},
+    {file = "trio-0.24.0-py3-none-any.whl", hash = "sha256:c3bd3a4e3e3025cd9a2241eae75637c43fe0b9e88b4c97b9161a55b9e54cd72c"},
+    {file = "trio-0.24.0.tar.gz", hash = "sha256:ffa09a74a6bf81b84f8613909fb0beaee84757450183a7a2e0b47b455c0cac5d"},
 ]
 
 [package.dependencies]
@@ -3886,6 +4110,7 @@ sortedcontainers = "*"
 name = "trio-websocket"
 version = "0.11.1"
 description = "WebSocket library for Trio"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3902,6 +4127,7 @@ wsproto = ">=0.14"
 name = "triton"
 version = "2.1.0"
 description = "A language and compiler for custom Deep Learning operations"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3927,6 +4153,7 @@ tutorials = ["matplotlib", "pandas", "tabulate"]
 name = "typer"
 version = "0.9.0"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3946,19 +4173,21 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.
 
 [[package]]
 name = "types-tabulate"
-version = "0.9.0.3"
+version = "0.9.0.20240106"
 description = "Typing stubs for tabulate"
+category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
-    {file = "types-tabulate-0.9.0.3.tar.gz", hash = "sha256:197651f9d6467193cd166d8500116a6d3a26f2a4eb2db093bc9535ee1c0be55e"},
-    {file = "types_tabulate-0.9.0.3-py3-none-any.whl", hash = "sha256:462d1b62e01728416e8277614d6a3eb172d53a8efaf04a04a973ff2dd45238f6"},
+    {file = "types-tabulate-0.9.0.20240106.tar.gz", hash = "sha256:c9b6db10dd7fcf55bd1712dd3537f86ddce72a08fd62bb1af4338c7096ce947e"},
+    {file = "types_tabulate-0.9.0.20240106-py3-none-any.whl", hash = "sha256:0378b7b6fe0ccb4986299496d027a6d4c218298ecad67199bbd0e2d7e9d335a1"},
 ]
 
 [[package]]
 name = "typing-extensions"
 version = "4.9.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3968,19 +4197,21 @@ files = [
 
 [[package]]
 name = "tzdata"
-version = "2023.3"
+version = "2023.4"
 description = "Provider of IANA time zone data"
+category = "dev"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
-    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+    {file = "tzdata-2023.4-py2.py3-none-any.whl", hash = "sha256:aa3ace4329eeacda5b7beb7ea08ece826c28d761cda36e747cfbf97996d39bf3"},
+    {file = "tzdata-2023.4.tar.gz", hash = "sha256:dd54c94f294765522c77399649b4fefd95522479a664a0cec87f41bebc6148c9"},
 ]
 
 [[package]]
 name = "urllib3"
 version = "2.1.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4000,6 +4231,7 @@ zstd = ["zstandard (>=0.18.0)"]
 name = "uvicorn"
 version = "0.20.0"
 description = "The lightning-fast ASGI server."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4018,6 +4250,7 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 name = "uvicorn"
 version = "0.24.0.post1"
 description = "The lightning-fast ASGI server."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4036,6 +4269,7 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 name = "virtualenv"
 version = "20.25.0"
 description = "Virtual Python Environment builder"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4056,6 +4290,7 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 name = "watchdog"
 version = "2.3.1"
 description = "Filesystem events monitoring"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -4096,6 +4331,7 @@ watchmedo = ["PyYAML (>=3.10)"]
 name = "watchfiles"
 version = "0.19.0"
 description = "Simple, modern and high performance file watching and code reload in python."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4128,19 +4364,21 @@ anyio = ">=3.0.0"
 
 [[package]]
 name = "wcwidth"
-version = "0.2.12"
+version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
-    {file = "wcwidth-0.2.12-py2.py3-none-any.whl", hash = "sha256:f26ec43d96c8cbfed76a5075dac87680124fa84e0855195a6184da9c187f133c"},
-    {file = "wcwidth-0.2.12.tar.gz", hash = "sha256:f01c104efdf57971bcb756f054dd58ddec5204dd15fa31d6503ea57947d97c02"},
+    {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
+    {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
 ]
 
 [[package]]
 name = "websockets"
 version = "12.0"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4222,6 +4460,7 @@ files = [
 name = "wheel"
 version = "0.42.0"
 description = "A built-package format for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4236,6 +4475,7 @@ test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
 name = "wrapt"
 version = "1.16.0"
 description = "Module for decorators, wrappers and monkey patching."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -4315,6 +4555,7 @@ files = [
 name = "wsproto"
 version = "1.2.0"
 description = "WebSockets state-machine based protocol implementation"
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -4329,6 +4570,7 @@ h11 = ">=0.9.0,<1"
 name = "yarl"
 version = "1.9.4"
 description = "Yet another URL library"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4432,6 +4674,7 @@ multidict = ">=4.0"
 name = "zipp"
 version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [

From 79259bc01c947ce3f241ec7ff21f2da9044c35a9 Mon Sep 17 00:00:00 2001
From: anubrag <b.anurag@aol.com>
Date: Mon, 15 Jan 2024 23:10:46 +0530
Subject: [PATCH 5/9] Avoid package installs at every compilation

---
 nextpy/build/prerequisites.py | 48 +++++++++++++++++++++--------------
 nextpy/build/processes.py     |  2 ++
 2 files changed, 31 insertions(+), 19 deletions(-)

diff --git a/nextpy/build/prerequisites.py b/nextpy/build/prerequisites.py
index e58f49dd..4df41936 100644
--- a/nextpy/build/prerequisites.py
+++ b/nextpy/build/prerequisites.py
@@ -617,29 +617,39 @@ def install_frontend_packages(packages: set[str]):
         >>> install_frontend_packages(["react", "react-dom"])
     """
     # Install the base packages.
-    process = processes.new_process(
-        [get_install_package_manager(), "install", "--loglevel", "silly"],
-        cwd=constants.Dirs.WEB,
-        shell=constants.IS_WINDOWS,
-    )
-
-    processes.show_status("Installing base frontend packages", process)
-
-    config = get_config()
-    if config.tailwind is not None:
-        # install tailwind and tailwind plugins as dev dependencies.
+    # process = processes.new_process(
+    #     [get_install_package_manager(), "install", "--loglevel", "silly"],
+    #     cwd=constants.Dirs.WEB,
+    #     shell=constants.IS_WINDOWS,
+    # )
+
+    # processes.show_status("Installing base frontend packages", process)
+    if not hasattr(install_frontend_packages, "isFirstRun"):
+        setattr(install_frontend_packages, "isFirstRun", None)
+        ## Install the base packages.
         process = processes.new_process(
-            [
-                get_install_package_manager(),
-                "add",
-                "-d",
-                constants.Tailwind.VERSION,
-                *((config.tailwind or {}).get("plugins", [])),
-            ],
+            [get_install_package_manager(), "install", "--loglevel", "silly"],
             cwd=constants.Dirs.WEB,
             shell=constants.IS_WINDOWS,
         )
-        processes.show_status("Installing tailwind", process)
+
+        processes.show_status("Installing base frontend packages", process)
+
+        config = get_config()
+        if config.tailwind is not None:
+            # install tailwind and tailwind plugins as dev dependencies.
+            process = processes.new_process(
+                [
+                    get_install_package_manager(),
+                    "add",
+                    "-d",
+                    constants.Tailwind.VERSION,
+                    *((config.tailwind or {}).get("plugins", [])),
+                ],
+                cwd=constants.Dirs.WEB,
+                shell=constants.IS_WINDOWS,
+            )
+            processes.show_status("Installing tailwind", process)
 
     # Install custom packages defined in frontend_packages
     if len(packages) > 0:
diff --git a/nextpy/build/processes.py b/nextpy/build/processes.py
index a969ab85..4733550f 100644
--- a/nextpy/build/processes.py
+++ b/nextpy/build/processes.py
@@ -224,6 +224,8 @@ def stream_logs(message: str, process: subprocess.Popen, progress=None):
         console.debug(message, progress=progress)
         if process.stdout is None:
             return
+        if process.stdout.closed :
+            return
         for line in process.stdout:
             console.debug(line, end="", progress=progress)
             logs.append(line)

From b5f788eb7650eee49ad45ff40bfe13c6f88cf030 Mon Sep 17 00:00:00 2001
From: anubrag <b.anurag@aol.com>
Date: Mon, 15 Jan 2024 23:36:33 +0530
Subject: [PATCH 6/9] added TODO

---
 nextpy/backend/state.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/nextpy/backend/state.py b/nextpy/backend/state.py
index af91adf2..cd19a178 100644
--- a/nextpy/backend/state.py
+++ b/nextpy/backend/state.py
@@ -1327,6 +1327,9 @@ def __init__(self, state_instance):
         """
         super().__init__(state_instance)
         # compile is not relevant to backend logic
+        #TODO: We're currently using this weirdo mechanism for installing initial packages
+        # gets to load_module -> compile -> get_frontend_packages -> install_frontend_packages
+        # We can improve this
         self._self_app = getattr(prerequisites.get_app(), constants.CompileVars.APP)
         self._self_substate_path = state_instance.get_full_name().split(".")
         self._self_actx = None

From 525361968f3281fcfb47ef9bb6b83b347179de98 Mon Sep 17 00:00:00 2001
From: anubrag <b.anurag@aol.com>
Date: Mon, 15 Jan 2024 23:56:42 +0530
Subject: [PATCH 7/9] Revert "Avoid package installs at every compilation"

This reverts commit 79259bc01c947ce3f241ec7ff21f2da9044c35a9.
---
 nextpy/build/prerequisites.py | 48 ++++++++++++++---------------------
 nextpy/build/processes.py     |  2 --
 2 files changed, 19 insertions(+), 31 deletions(-)

diff --git a/nextpy/build/prerequisites.py b/nextpy/build/prerequisites.py
index 4df41936..e58f49dd 100644
--- a/nextpy/build/prerequisites.py
+++ b/nextpy/build/prerequisites.py
@@ -617,39 +617,29 @@ def install_frontend_packages(packages: set[str]):
         >>> install_frontend_packages(["react", "react-dom"])
     """
     # Install the base packages.
-    # process = processes.new_process(
-    #     [get_install_package_manager(), "install", "--loglevel", "silly"],
-    #     cwd=constants.Dirs.WEB,
-    #     shell=constants.IS_WINDOWS,
-    # )
-
-    # processes.show_status("Installing base frontend packages", process)
-    if not hasattr(install_frontend_packages, "isFirstRun"):
-        setattr(install_frontend_packages, "isFirstRun", None)
-        ## Install the base packages.
+    process = processes.new_process(
+        [get_install_package_manager(), "install", "--loglevel", "silly"],
+        cwd=constants.Dirs.WEB,
+        shell=constants.IS_WINDOWS,
+    )
+
+    processes.show_status("Installing base frontend packages", process)
+
+    config = get_config()
+    if config.tailwind is not None:
+        # install tailwind and tailwind plugins as dev dependencies.
         process = processes.new_process(
-            [get_install_package_manager(), "install", "--loglevel", "silly"],
+            [
+                get_install_package_manager(),
+                "add",
+                "-d",
+                constants.Tailwind.VERSION,
+                *((config.tailwind or {}).get("plugins", [])),
+            ],
             cwd=constants.Dirs.WEB,
             shell=constants.IS_WINDOWS,
         )
-
-        processes.show_status("Installing base frontend packages", process)
-
-        config = get_config()
-        if config.tailwind is not None:
-            # install tailwind and tailwind plugins as dev dependencies.
-            process = processes.new_process(
-                [
-                    get_install_package_manager(),
-                    "add",
-                    "-d",
-                    constants.Tailwind.VERSION,
-                    *((config.tailwind or {}).get("plugins", [])),
-                ],
-                cwd=constants.Dirs.WEB,
-                shell=constants.IS_WINDOWS,
-            )
-            processes.show_status("Installing tailwind", process)
+        processes.show_status("Installing tailwind", process)
 
     # Install custom packages defined in frontend_packages
     if len(packages) > 0:
diff --git a/nextpy/build/processes.py b/nextpy/build/processes.py
index 4733550f..a969ab85 100644
--- a/nextpy/build/processes.py
+++ b/nextpy/build/processes.py
@@ -224,8 +224,6 @@ def stream_logs(message: str, process: subprocess.Popen, progress=None):
         console.debug(message, progress=progress)
         if process.stdout is None:
             return
-        if process.stdout.closed :
-            return
         for line in process.stdout:
             console.debug(line, end="", progress=progress)
             logs.append(line)

From 1574e313ce63f8b78b997f8d6b20a78dc6e25a7f Mon Sep 17 00:00:00 2001
From: anubrag <b.anurag@aol.com>
Date: Tue, 16 Jan 2024 00:48:59 +0530
Subject: [PATCH 8/9] install frontend packages only once

---
 nextpy/app.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/nextpy/app.py b/nextpy/app.py
index 1412dbb2..a50e096d 100644
--- a/nextpy/app.py
+++ b/nextpy/app.py
@@ -558,6 +558,8 @@ def get_frontend_packages(self, imports: Dict[str, set[ReactImportVar]]):
         Example:
             >>> get_frontend_packages({"react": "16.14.0", "react-dom": "16.14.0"})
         """
+        if getattr(self, '_has_installed_frontend_packages', False):
+            return
         page_imports = {
             i
             for i, tags in imports.items()
@@ -586,6 +588,7 @@ def get_frontend_packages(self, imports: Dict[str, set[ReactImportVar]]):
             _frontend_packages.append(package)
         page_imports.update(_frontend_packages)
         prerequisites.install_frontend_packages(page_imports)
+        self._has_installed_frontend_packages = True
 
     def _app_root(self, app_wrappers: dict[tuple[int, str], Component]) -> Component:
         for component in tuple(app_wrappers.values()):

From ad2728ee32f84e43ae298cee2cb3fab1b28496ae Mon Sep 17 00:00:00 2001
From: anubrag <b.anurag@aol.com>
Date: Tue, 16 Jan 2024 01:09:05 +0530
Subject: [PATCH 9/9] update README.md

---
 README.md | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 1192d111..b480076e 100644
--- a/README.md
+++ b/README.md
@@ -35,10 +35,11 @@
 <br>
 
 <a href="https://discord.gg/asTZktHrcH" target="blank">
-<img alt="Discord" src="https://img.shields.io/discord/1111984809821089883?style=social&logo=discord&label=Join%20Discord%20to%20access%20the%20nextpy%20bot%F0%9F%A4%96" width="500px">
+<img alt="Discord" src="https://img.shields.io/discord/1111984809821089883?style=for-the-badge&logo=discord&logoColor=white&label=Live%20Support%20%26%20Coding%20Bots%20on%20Discord&labelColor=%23684DFF&link=https%3A%2F%2Fdiscord.gg%2FasTZktHrcH">
+
 </a>
 
-<hr>
+![-----------------------------------------------------](https://res.cloudinary.com/dzznkbdrb/image/upload/v1694798498/divider_1_rej288.gif)
 
 <h3><i>Streamlit's simplicity (but 4-10x faster) + FastAPI's full power + (Pydantic & SQL Alchemy)'s robustness</i></h3>