From 70306f42533d0820db3f5d7f872f9030e668c796 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Mon, 6 May 2024 15:50:51 +0500
Subject: [PATCH 01/50] poetry.lock update

---
 poetry.lock | 3156 ++++++++++++++++++++++++++++-----------------------
 1 file changed, 1705 insertions(+), 1451 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 343d984ba..2501955a7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand.
 
 [[package]]
 name = "accessible-pygments"
@@ -46,87 +46,87 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.9.3"
+version = "3.9.5"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -185,13 +185,13 @@ files = [
 
 [[package]]
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-version = "5.2.0"
+version = "5.3.0"
 description = "Vega-Altair: A declarative statistical visualization library for Python."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -204,7 +204,8 @@ toolz = "*"
 typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
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 [[package]]
@@ -342,13 +343,13 @@ test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock
 
 [[package]]
 name = "asgiref"
-version = "3.7.2"
+version = "3.8.1"
 description = "ASGI specs, helper code, and adapters"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
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 [[package]]
 name = "babel"
-version = "2.14.0"
+version = "2.15.0"
 description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-optional = false
-python-versions = ">=3.6"
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 version = "4.12.3"
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 [package.dependencies]
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 [[package]]
 name = "blinker"
-version = "1.7.0"
+version = "1.8.1"
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 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
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 [package.dependencies]
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 pyproject_hooks = "*"
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 [package.extras]
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 virtualenv = ["virtualenv (>=20.0.35)"]
 
 [[package]]
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 [[package]]
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 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
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 python-versions = ">=3.8"
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 [package.dependencies]
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 [package.dependencies]
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 ]
 
 [package.dependencies]
@@ -1316,7 +1290,7 @@ files = [
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 version = "2.6.1"
 description = "DNS toolkit"
-optional = true
+optional = false
 python-versions = ">=3.8"
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@@ -1430,15 +1404,30 @@ https = ["urllib3 (>=1.24.1)"]
 paramiko = ["paramiko"]
 pgp = ["gpg"]
 
+[[package]]
+name = "email-validator"
+version = "2.1.1"
+description = "A robust email address syntax and deliverability validation library."
+optional = false
+python-versions = ">=3.8"
+files = [
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+
+[package.dependencies]
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+idna = ">=2.0.0"
+
 [[package]]
 name = "exceptiongroup"
-version = "1.2.0"
+version = "1.2.1"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -1446,13 +1435,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "execnet"
-version = "2.0.2"
+version = "2.1.1"
 description = "execnet: rapid multi-Python deployment"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1474,22 +1463,46 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "fastapi"
-version = "0.110.0"
+version = "0.111.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
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+fastapi-cli = ">=0.0.2"
+httpx = ">=0.23.0"
+jinja2 = ">=2.11.2"
+orjson = ">=3.2.1"
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.36.3,<0.37.0"
+python-multipart = ">=0.0.7"
+starlette = ">=0.37.2,<0.38.0"
 typing-extensions = ">=4.8.0"
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+uvicorn = {version = ">=0.12.0", extras = ["standard"]}
 
 [package.extras]
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+
+[[package]]
+name = "fastapi-cli"
+version = "0.0.2"
+description = "Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+fastapi = "*"
+typer = ">=0.12.3"
+uvicorn = {version = ">=0.29.0", extras = ["standard"]}
 
 [[package]]
 name = "fastjsonschema"
@@ -1507,18 +1520,18 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.13.1"
+version = "3.14.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
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+version = "3.0.3"
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 [package.dependencies]
@@ -1892,30 +1905,31 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.42"
+version = "3.1.43"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
 [package.extras]
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 [[package]]
 name = "googleapis-common-protos"
-version = "1.62.0"
+version = "1.63.0"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1997,69 +2011,61 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "grpcio"
-version = "1.62.0"
+version = "1.63.0"
 description = "HTTP/2-based RPC framework"
 optional = true
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+]
+
+[package.extras]
+test = ["Cython (>=0.29.24,<0.30.0)"]
 
 [[package]]
 name = "httpx"
@@ -2133,13 +2187,13 @@ tests = ["freezegun", "pytest", "pytest-cov"]
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
-    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
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 ]
 
 [[package]]
@@ -2155,13 +2209,13 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "6.11.0"
+version = "7.0.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-6.11.0-py3-none-any.whl", hash = "sha256:f0afba6205ad8f8947c7d338b5342d5db2afbfd82f9cbef7879a9539cc12eb9b"},
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+    {file = "importlib_metadata-7.0.0.tar.gz", hash = "sha256:7fc841f8b8332803464e5dc1c63a2e59121f46ca186c0e2e182e80bf8c1319f7"},
 ]
 
 [package.dependencies]
@@ -2174,13 +2228,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.2"
+version = "6.4.0"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.1.2-py3-none-any.whl", hash = "sha256:9a0a862501dc38b68adebc82970140c9e4209fc99601782925178f8386339938"},
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 ]
 
 [package.dependencies]
@@ -2188,7 +2242,7 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
+testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
 
 [[package]]
 name = "iniconfig"
@@ -2214,13 +2268,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.29.3"
+version = "6.29.4"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.29.3-py3-none-any.whl", hash = "sha256:5aa086a4175b0229d4eca211e181fb473ea78ffd9869af36ba7694c947302a21"},
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 ]
 
 [package.dependencies]
@@ -2335,31 +2389,31 @@ colors = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "itsdangerous"
-version = "2.1.2"
+version = "2.2.0"
 description = "Safely pass data to untrusted environments and back."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-    {file = "itsdangerous-2.1.2.tar.gz", hash = "sha256:5dbbc68b317e5e42f327f9021763545dc3fc3bfe22e6deb96aaf1fc38874156a"},
+    {file = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"},
+    {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"},
 ]
 
 [[package]]
 name = "jaraco-classes"
-version = "3.3.1"
+version = "3.4.0"
 description = "Utility functions for Python class constructs"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jaraco.classes-3.3.1-py3-none-any.whl", hash = "sha256:86b534de565381f6b3c1c830d13f931d7be1a75f0081c57dff615578676e2206"},
-    {file = "jaraco.classes-3.3.1.tar.gz", hash = "sha256:cb28a5ebda8bc47d8c8015307d93163464f9f2b91ab4006e09ff0ce07e8bfb30"},
+    {file = "jaraco.classes-3.4.0-py3-none-any.whl", hash = "sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790"},
+    {file = "jaraco.classes-3.4.0.tar.gz", hash = "sha256:47a024b51d0239c0dd8c8540c6c7f484be3b8fcf0b2d85c13825780d3b3f3acd"},
 ]
 
 [package.dependencies]
 more-itertools = "*"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
@@ -2398,13 +2452,13 @@ trio = ["async_generator", "trio"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.3"
+version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
-    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
+    {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
+    {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
 ]
 
 [package.dependencies]
@@ -2415,18 +2469,15 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "json5"
-version = "0.9.17"
+version = "0.9.25"
 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "json5-0.9.17-py2.py3-none-any.whl", hash = "sha256:f8ec1ecf985951d70f780f6f877c4baca6a47b6e61e02c4cd190138d10a7805a"},
-    {file = "json5-0.9.17.tar.gz", hash = "sha256:717d99d657fa71b7094877b1d921b1cce40ab444389f6d770302563bb7dfd9ae"},
+    {file = "json5-0.9.25-py3-none-any.whl", hash = "sha256:34ed7d834b1341a86987ed52f3f76cd8ee184394906b6e22a1e0deb9ab294e8f"},
+    {file = "json5-0.9.25.tar.gz", hash = "sha256:548e41b9be043f9426776f05df8635a00fe06104ea51ed24b67f908856e151ae"},
 ]
 
-[package.extras]
-dev = ["hypothesis"]
-
 [[package]]
 name = "jsonpointer"
 version = "2.4"
@@ -2440,13 +2491,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.21.1"
+version = "4.22.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.21.1-py3-none-any.whl", hash = "sha256:7996507afae316306f9e2290407761157c6f78002dcf7419acb99822143d1c6f"},
-    {file = "jsonschema-4.21.1.tar.gz", hash = "sha256:85727c00279f5fa6bedbe6238d2aa6403bedd8b4864ab11207d07df3cc1b2ee5"},
+    {file = "jsonschema-4.22.0-py3-none-any.whl", hash = "sha256:ff4cfd6b1367a40e7bc6411caec72effadd3db0bbe5017de188f2d6108335802"},
+    {file = "jsonschema-4.22.0.tar.gz", hash = "sha256:5b22d434a45935119af990552c862e5d6d564e8f6601206b305a61fdf661a2b7"},
 ]
 
 [package.dependencies]
@@ -2506,13 +2557,13 @@ qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "8.6.0"
+version = "8.6.1"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-8.6.0-py3-none-any.whl", hash = "sha256:909c474dbe62582ae62b758bca86d6518c85234bdee2d908c778db6d72f39d99"},
-    {file = "jupyter_client-8.6.0.tar.gz", hash = "sha256:0642244bb83b4764ae60d07e010e15f0e2d275ec4e918a8f7b80fbbef3ca60c7"},
+    {file = "jupyter_client-8.6.1-py3-none-any.whl", hash = "sha256:3b7bd22f058434e3b9a7ea4b1500ed47de2713872288c0d511d19926f99b459f"},
+    {file = "jupyter_client-8.6.1.tar.gz", hash = "sha256:e842515e2bab8e19186d89fdfea7abd15e39dd581f94e399f00e2af5a1652d3f"},
 ]
 
 [package.dependencies]
@@ -2553,13 +2604,13 @@ test = ["flaky", "pexpect", "pytest"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.7.1"
+version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-5.7.1-py3-none-any.whl", hash = "sha256:c65c82126453a723a2804aa52409930434598fd9d35091d63dfb919d2b765bb7"},
-    {file = "jupyter_core-5.7.1.tar.gz", hash = "sha256:de61a9d7fc71240f688b2fb5ab659fbb56979458dc66a71decd098e03c79e218"},
+    {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"},
+    {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"},
 ]
 
 [package.dependencies]
@@ -2569,17 +2620,17 @@ traitlets = ">=5.3"
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
-test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
+test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-events"
-version = "0.9.0"
+version = "0.10.0"
 description = "Jupyter Event System library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_events-0.9.0-py3-none-any.whl", hash = "sha256:d853b3c10273ff9bc8bb8b30076d65e2c9685579db736873de6c2232dde148bf"},
-    {file = "jupyter_events-0.9.0.tar.gz", hash = "sha256:81ad2e4bc710881ec274d31c6c50669d71bbaa5dd9d01e600b56faa85700d399"},
+    {file = "jupyter_events-0.10.0-py3-none-any.whl", hash = "sha256:4b72130875e59d57716d327ea70d3ebc3af1944d3717e5a498b8a06c6c159960"},
+    {file = "jupyter_events-0.10.0.tar.gz", hash = "sha256:670b8229d3cc882ec782144ed22e0d29e1c2d639263f92ca8383e66682845e22"},
 ]
 
 [package.dependencies]
@@ -2598,13 +2649,13 @@ test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "p
 
 [[package]]
 name = "jupyter-lsp"
-version = "2.2.3"
+version = "2.2.5"
 description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter-lsp-2.2.3.tar.gz", hash = "sha256:33dbcbc5df24237ff5c8b696b04ff4689fcd316cb8d4957d620fe5504d7d2c3f"},
-    {file = "jupyter_lsp-2.2.3-py3-none-any.whl", hash = "sha256:57dd90d0a2e2530831793550846168c81c952b49e187aa339e455027a5f0fd2e"},
+    {file = "jupyter-lsp-2.2.5.tar.gz", hash = "sha256:793147a05ad446f809fd53ef1cd19a9f5256fd0a2d6b7ce943a982cb4f545001"},
+    {file = "jupyter_lsp-2.2.5-py3-none-any.whl", hash = "sha256:45fbddbd505f3fbfb0b6cb2f1bc5e15e83ab7c79cd6e89416b248cb3c00c11da"},
 ]
 
 [package.dependencies]
@@ -2613,49 +2664,49 @@ jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.12.5"
+version = "2.14.0"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.12.5-py3-none-any.whl", hash = "sha256:184a0f82809a8522777cfb6b760ab6f4b1bb398664c5860a27cec696cb884923"},
-    {file = "jupyter_server-2.12.5.tar.gz", hash = "sha256:0edb626c94baa22809be1323f9770cf1c00a952b17097592e40d03e6a3951689"},
+    {file = "jupyter_server-2.14.0-py3-none-any.whl", hash = "sha256:fb6be52c713e80e004fac34b35a0990d6d36ba06fd0a2b2ed82b899143a64210"},
+    {file = "jupyter_server-2.14.0.tar.gz", hash = "sha256:659154cea512083434fd7c93b7fe0897af7a2fd0b9dd4749282b42eaac4ae677"},
 ]
 
 [package.dependencies]
 anyio = ">=3.1.0"
-argon2-cffi = "*"
-jinja2 = "*"
+argon2-cffi = ">=21.1"
+jinja2 = ">=3.0.3"
 jupyter-client = ">=7.4.4"
 jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 jupyter-events = ">=0.9.0"
-jupyter-server-terminals = "*"
+jupyter-server-terminals = ">=0.4.4"
 nbconvert = ">=6.4.4"
 nbformat = ">=5.3.0"
-overrides = "*"
-packaging = "*"
-prometheus-client = "*"
-pywinpty = {version = "*", markers = "os_name == \"nt\""}
+overrides = ">=5.0"
+packaging = ">=22.0"
+prometheus-client = ">=0.9"
+pywinpty = {version = ">=2.0.1", markers = "os_name == \"nt\""}
 pyzmq = ">=24"
 send2trash = ">=1.8.2"
 terminado = ">=0.8.3"
 tornado = ">=6.2.0"
 traitlets = ">=5.6.0"
-websocket-client = "*"
+websocket-client = ">=1.7"
 
 [package.extras]
 docs = ["ipykernel", "jinja2", "jupyter-client", "jupyter-server", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
-test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.4)", "pytest-timeout", "requests"]
+test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0,<9)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.7)", "pytest-timeout", "requests"]
 
 [[package]]
 name = "jupyter-server-terminals"
-version = "0.5.2"
+version = "0.5.3"
 description = "A Jupyter Server Extension Providing Terminals."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server_terminals-0.5.2-py3-none-any.whl", hash = "sha256:1b80c12765da979513c42c90215481bbc39bd8ae7c0350b4f85bc3eb58d0fa80"},
-    {file = "jupyter_server_terminals-0.5.2.tar.gz", hash = "sha256:396b5ccc0881e550bf0ee7012c6ef1b53edbde69e67cab1d56e89711b46052e8"},
+    {file = "jupyter_server_terminals-0.5.3-py3-none-any.whl", hash = "sha256:41ee0d7dc0ebf2809c668e0fc726dfaf258fcd3e769568996ca731b6194ae9aa"},
+    {file = "jupyter_server_terminals-0.5.3.tar.gz", hash = "sha256:5ae0295167220e9ace0edcfdb212afd2b01ee8d179fe6f23c899590e9b8a5269"},
 ]
 
 [package.dependencies]
@@ -2668,13 +2719,13 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.1.2"
+version = "4.1.8"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-4.1.2-py3-none-any.whl", hash = "sha256:aa88193f03cf4d3555f6712f04d74112b5eb85edd7d222c588c7603a26d33c5b"},
-    {file = "jupyterlab-4.1.2.tar.gz", hash = "sha256:5d6348b3ed4085181499f621b7dfb6eb0b1f57f3586857aadfc8e3bf4c4885f9"},
+    {file = "jupyterlab-4.1.8-py3-none-any.whl", hash = "sha256:c3baf3a2f91f89d110ed5786cd18672b9a357129d4e389d2a0dead15e11a4d2c"},
+    {file = "jupyterlab-4.1.8.tar.gz", hash = "sha256:3384aded8680e7ce504fd63b8bb89a39df21c9c7694d9e7dc4a68742cdb30f9b"},
 ]
 
 [package.dependencies]
@@ -2682,15 +2733,15 @@ async-lru = ">=1.0.0"
 httpx = ">=0.25.0"
 importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
 importlib-resources = {version = ">=1.4", markers = "python_version < \"3.9\""}
-ipykernel = "*"
+ipykernel = ">=6.5.0"
 jinja2 = ">=3.0.3"
 jupyter-core = "*"
 jupyter-lsp = ">=2.0.0"
 jupyter-server = ">=2.4.0,<3"
-jupyterlab-server = ">=2.19.0,<3"
+jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2"
 packaging = "*"
-tomli = {version = "*", markers = "python_version < \"3.11\""}
+tomli = {version = ">=1.2.2", markers = "python_version < \"3.11\""}
 tornado = ">=6.2.0"
 traitlets = "*"
 
@@ -2699,6 +2750,7 @@ dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov",
 docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<7.3.0)", "sphinx-copybutton"]
 docs-screenshots = ["altair (==5.2.0)", "ipython (==8.16.1)", "ipywidgets (==8.1.1)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.0.post6)", "matplotlib (==3.8.2)", "nbconvert (>=7.0.0)", "pandas (==2.2.0)", "scipy (==1.12.0)", "vega-datasets (==0.9.0)"]
 test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
+upgrade-extension = ["copier (>=8.0,<9.0)", "jinja2-time (<0.3)", "pydantic (<2.0)", "pyyaml-include (<2.0)", "tomli-w (<2.0)"]
 
 [[package]]
 name = "jupyterlab-pygments"
@@ -2713,13 +2765,13 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.25.3"
+version = "2.27.1"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab_server-2.25.3-py3-none-any.whl", hash = "sha256:c48862519fded9b418c71645d85a49b2f0ec50d032ba8316738e9276046088c1"},
-    {file = "jupyterlab_server-2.25.3.tar.gz", hash = "sha256:846f125a8a19656611df5b03e5912c8393cea6900859baa64fa515eb64a8dc40"},
+    {file = "jupyterlab_server-2.27.1-py3-none-any.whl", hash = "sha256:f5e26156e5258b24d532c84e7c74cc212e203bff93eb856f81c24c16daeecc75"},
+    {file = "jupyterlab_server-2.27.1.tar.gz", hash = "sha256:097b5ac709b676c7284ac9c5e373f11930a561f52cd5a86e4fc7e5a9c8a8631d"},
 ]
 
 [package.dependencies]
@@ -2735,7 +2787,7 @@ requests = ">=2.31"
 [package.extras]
 docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi (>0.8)"]
 openapi = ["openapi-core (>=0.18.0,<0.19.0)", "ruamel-yaml"]
-test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-validator (>=0.6.0,<0.8.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "ruamel-yaml", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
+test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-validator (>=0.6.0,<0.8.0)", "pytest (>=7.0,<8)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "ruamel-yaml", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
 
 [[package]]
 name = "jupyterlab-widgets"
@@ -2750,13 +2802,13 @@ files = [
 
 [[package]]
 name = "jupytext"
-version = "1.16.1"
+version = "1.16.2"
 description = "Jupyter notebooks as Markdown documents, Julia, Python or R scripts"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupytext-1.16.1-py3-none-any.whl", hash = "sha256:796ec4f68ada663569e5d38d4ef03738a01284bfe21c943c485bc36433898bd0"},
-    {file = "jupytext-1.16.1.tar.gz", hash = "sha256:68c7b68685e870e80e60fda8286fbd6269e9c74dc1df4316df6fe46eabc94c99"},
+    {file = "jupytext-1.16.2-py3-none-any.whl", hash = "sha256:197a43fef31dca612b68b311e01b8abd54441c7e637810b16b6cb8f2ab66065e"},
+    {file = "jupytext-1.16.2.tar.gz", hash = "sha256:8627dd9becbbebd79cc4a4ed4727d89d78e606b4b464eab72357b3b029023a14"},
 ]
 
 [package.dependencies]
@@ -2765,16 +2817,16 @@ mdit-py-plugins = "*"
 nbformat = "*"
 packaging = "*"
 pyyaml = "*"
-toml = "*"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
 
 [package.extras]
-dev = ["jupytext[test-cov,test-external]"]
+dev = ["autopep8", "black", "flake8", "gitpython", "ipykernel", "isort", "jupyter-fs (<0.4.0)", "jupyter-server (!=2.11)", "nbconvert", "pre-commit", "pytest", "pytest-cov (>=2.6.1)", "pytest-randomly", "pytest-xdist", "sphinx-gallery (<0.8)"]
 docs = ["myst-parser", "sphinx", "sphinx-copybutton", "sphinx-rtd-theme"]
 test = ["pytest", "pytest-randomly", "pytest-xdist"]
-test-cov = ["jupytext[test-integration]", "pytest-cov (>=2.6.1)"]
-test-external = ["autopep8", "black", "flake8", "gitpython", "isort", "jupyter-fs (<0.4.0)", "jupytext[test-integration]", "pre-commit", "sphinx-gallery (<0.8)"]
-test-functional = ["jupytext[test]"]
-test-integration = ["ipykernel", "jupyter-server (!=2.11)", "jupytext[test-functional]", "nbconvert"]
+test-cov = ["ipykernel", "jupyter-server (!=2.11)", "nbconvert", "pytest", "pytest-cov (>=2.6.1)", "pytest-randomly", "pytest-xdist"]
+test-external = ["autopep8", "black", "flake8", "gitpython", "ipykernel", "isort", "jupyter-fs (<0.4.0)", "jupyter-server (!=2.11)", "nbconvert", "pre-commit", "pytest", "pytest-randomly", "pytest-xdist", "sphinx-gallery (<0.8)"]
+test-functional = ["pytest", "pytest-randomly", "pytest-xdist"]
+test-integration = ["ipykernel", "jupyter-server (!=2.11)", "nbconvert", "pytest", "pytest-randomly", "pytest-xdist"]
 test-ui = ["calysto-bash"]
 
 [[package]]
@@ -2803,13 +2855,13 @@ testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-ena
 
 [[package]]
 name = "locust"
-version = "2.23.1"
+version = "2.25.0"
 description = "Developer friendly load testing framework"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "locust-2.23.1-py3-none-any.whl", hash = "sha256:96013a460a4b4d6d4fd46c70e6ff1fd2b6e03b48ddb1b48d1513d3134ba2cecf"},
-    {file = "locust-2.23.1.tar.gz", hash = "sha256:6cc729729e5ebf5852fc9d845302cfcf0ab0132f198e68b3eb0c88b438b6a863"},
+    {file = "locust-2.25.0-py3-none-any.whl", hash = "sha256:35ee14d0a2b91d0d644150d0b628ce4569b0e1fec1c33c55040fa26cc693d085"},
+    {file = "locust-2.25.0.tar.gz", hash = "sha256:45bc88b3097f0346a46514f99ebf8d8a86f07325366da0b9dc2c3f207499dbc6"},
 ]
 
 [package.dependencies]
@@ -2825,6 +2877,7 @@ pywin32 = {version = "*", markers = "platform_system == \"Windows\""}
 pyzmq = ">=25.0.0"
 requests = ">=2.26.0"
 roundrobin = ">=0.0.2"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 Werkzeug = ">=2.0.0"
 
 [[package]]
@@ -2922,13 +2975,13 @@ files = [
 
 [[package]]
 name = "matplotlib-inline"
-version = "0.1.6"
+version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
-    {file = "matplotlib-inline-0.1.6.tar.gz", hash = "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"},
-    {file = "matplotlib_inline-0.1.6-py3-none-any.whl", hash = "sha256:f1f41aab5328aa5aaea9b16d083b128102f8712542f819fe7e6a420ff581b311"},
+    {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"},
+    {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"},
 ]
 
 [package.dependencies]
@@ -3015,13 +3068,13 @@ files = [
 
 [[package]]
 name = "motor"
-version = "3.3.2"
+version = "3.4.0"
 description = "Non-blocking MongoDB driver for Tornado or asyncio"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "motor-3.3.2-py3-none-any.whl", hash = "sha256:6fe7e6f0c4f430b9e030b9d22549b732f7c2226af3ab71ecc309e4a1b7d19953"},
-    {file = "motor-3.3.2.tar.gz", hash = "sha256:d2fc38de15f1c8058f389c1a44a4d4105c0405c48c061cd492a654496f7bc26a"},
+    {file = "motor-3.4.0-py3-none-any.whl", hash = "sha256:4b1e1a0cc5116ff73be2c080a72da078f2bb719b53bc7a6bb9e9a2f7dcd421ed"},
+    {file = "motor-3.4.0.tar.gz", hash = "sha256:c89b4e4eb2e711345e91c7c9b122cb68cce0e5e869ed0387dd0acb10775e3131"},
 ]
 
 [package.dependencies]
@@ -3034,72 +3087,72 @@ gssapi = ["pymongo[gssapi] (>=4.5,<5)"]
 ocsp = ["pymongo[ocsp] (>=4.5,<5)"]
 snappy = ["pymongo[snappy] (>=4.5,<5)"]
 srv = ["pymongo[srv] (>=4.5,<5)"]
-test = ["aiohttp (<3.8.6)", "mockupdb", "motor[encryption]", "pytest (>=7)", "tornado (>=5)"]
+test = ["aiohttp (!=3.8.6)", "mockupdb", "motor[encryption]", "pytest (>=7)", "tornado (>=5)"]
 zstd = ["pymongo[zstd] (>=4.5,<5)"]
 
 [[package]]
 name = "msgpack"
-version = "1.0.7"
+version = "1.0.8"
 description = "MessagePack serializer"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "msgpack-1.0.7-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:04ad6069c86e531682f9e1e71b71c1c3937d6014a7c3e9edd2aa81ad58842862"},
-    {file = "msgpack-1.0.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:cca1b62fe70d761a282496b96a5e51c44c213e410a964bdffe0928e611368329"},
-    {file = "msgpack-1.0.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e50ebce52f41370707f1e21a59514e3375e3edd6e1832f5e5235237db933c98b"},
-    {file = "msgpack-1.0.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4a7b4f35de6a304b5533c238bee86b670b75b03d31b7797929caa7a624b5dda6"},
-    {file = "msgpack-1.0.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:28efb066cde83c479dfe5a48141a53bc7e5f13f785b92ddde336c716663039ee"},
-    {file = "msgpack-1.0.7-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4cb14ce54d9b857be9591ac364cb08dc2d6a5c4318c1182cb1d02274029d590d"},
-    {file = "msgpack-1.0.7-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:b573a43ef7c368ba4ea06050a957c2a7550f729c31f11dd616d2ac4aba99888d"},
-    {file = "msgpack-1.0.7-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:ccf9a39706b604d884d2cb1e27fe973bc55f2890c52f38df742bc1d79ab9f5e1"},
-    {file = "msgpack-1.0.7-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:cb70766519500281815dfd7a87d3a178acf7ce95390544b8c90587d76b227681"},
-    {file = "msgpack-1.0.7-cp310-cp310-win32.whl", hash = "sha256:b610ff0f24e9f11c9ae653c67ff8cc03c075131401b3e5ef4b82570d1728f8a9"},
-    {file = "msgpack-1.0.7-cp310-cp310-win_amd64.whl", hash = "sha256:a40821a89dc373d6427e2b44b572efc36a2778d3f543299e2f24eb1a5de65415"},
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 ]
 
 [package.dependencies]
@@ -3261,13 +3314,13 @@ files = [
 
 [[package]]
 name = "nbclient"
-version = "0.9.0"
+version = "0.10.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -3279,17 +3332,17 @@ traitlets = ">=5.4"
 [package.extras]
 dev = ["pre-commit"]
 docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient[test]", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling"]
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+test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
 
 [[package]]
 name = "nbconvert"
-version = "7.16.1"
+version = "7.16.4"
 description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
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 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3311,29 +3364,29 @@ tinycss2 = "*"
 traitlets = ">=5.1"
 
 [package.extras]
-all = ["nbconvert[docs,qtpdf,serve,test,webpdf]"]
+all = ["flaky", "ipykernel", "ipython", "ipywidgets (>=7.5)", "myst-parser", "nbsphinx (>=0.2.12)", "playwright", "pydata-sphinx-theme", "pyqtwebengine (>=5.15)", "pytest (>=7)", "sphinx (==5.0.2)", "sphinxcontrib-spelling", "tornado (>=6.1)"]
 docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sphinx-theme", "sphinx (==5.0.2)", "sphinxcontrib-spelling"]
-qtpdf = ["nbconvert[qtpng]"]
+qtpdf = ["pyqtwebengine (>=5.15)"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest (>=7)"]
 webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.9.2"
+version = "5.10.4"
 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-fastjsonschema = "*"
+fastjsonschema = ">=2.15"
 jsonschema = ">=2.6"
-jupyter-core = "*"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -3372,13 +3425,13 @@ files = [
 
 [[package]]
 name = "notebook"
-version = "7.1.1"
+version = "7.1.3"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3464,57 +3517,57 @@ PyYAML = ">=5.1.0"
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.23.0"
+version = "1.24.0"
 description = "OpenTelemetry Python API"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-importlib-metadata = ">=6.0,<7.0"
+importlib-metadata = ">=6.0,<=7.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp"
-version = "1.23.0"
+version = "1.24.0"
 description = "OpenTelemetry Collector Exporters"
 optional = true
 python-versions = ">=3.8"
 files = [
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-    {file = "opentelemetry_exporter_otlp-1.23.0.tar.gz", hash = "sha256:4af8798f9bc3bddb92fcbb5b4aa9d0e955d962aa1d9bceaab08891c355a9f907"},
+    {file = "opentelemetry_exporter_otlp-1.24.0-py3-none-any.whl", hash = "sha256:1dfe2e4befe1f0efc193a896837740407669b2929233b406ac0a813151200cac"},
+    {file = "opentelemetry_exporter_otlp-1.24.0.tar.gz", hash = "sha256:649c6e249e55cbdebe99ba2846e3851c04c9f328570328c35b3af9c094314b55"},
 ]
 
 [package.dependencies]
-opentelemetry-exporter-otlp-proto-grpc = "1.23.0"
-opentelemetry-exporter-otlp-proto-http = "1.23.0"
+opentelemetry-exporter-otlp-proto-grpc = "1.24.0"
+opentelemetry-exporter-otlp-proto-http = "1.24.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
-version = "1.23.0"
+version = "1.24.0"
 description = "OpenTelemetry Protobuf encoding"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_common-1.23.0-py3-none-any.whl", hash = "sha256:2a9e7e9d5a8b026b572684b6b24dcdefcaa58613d5ce3d644130b0c373c056c1"},
-    {file = "opentelemetry_exporter_otlp_proto_common-1.23.0.tar.gz", hash = "sha256:35e4ea909e7a0b24235bd0aaf17fba49676527feb1823b46565ff246d5a1ab18"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.24.0-py3-none-any.whl", hash = "sha256:e51f2c9735054d598ad2df5d3eca830fecfb5b0bda0a2fa742c9c7718e12f641"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.24.0.tar.gz", hash = "sha256:5d31fa1ff976cacc38be1ec4e3279a3f88435c75b38b1f7a099a1faffc302461"},
 ]
 
 [package.dependencies]
-opentelemetry-proto = "1.23.0"
+opentelemetry-proto = "1.24.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.23.0"
+version = "1.24.0"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.23.0-py3-none-any.whl", hash = "sha256:40f9e3e7761eb34f2a1001f4543028783ac26e2db27e420d5374f2cca0182dad"},
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.23.0.tar.gz", hash = "sha256:aa1a012eea5342bfef51fcf3f7f22601dcb0f0984a07ffe6025b2fbb6d91a2a9"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.24.0-py3-none-any.whl", hash = "sha256:f40d62aa30a0a43cc1657428e59fcf82ad5f7ea8fff75de0f9d9cb6f739e0a3b"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.24.0.tar.gz", hash = "sha256:217c6e30634f2c9797999ea9da29f7300479a94a610139b9df17433f915e7baa"},
 ]
 
 [package.dependencies]
@@ -3522,45 +3575,42 @@ deprecated = ">=1.2.6"
 googleapis-common-protos = ">=1.52,<2.0"
 grpcio = ">=1.0.0,<2.0.0"
 opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.23.0"
-opentelemetry-proto = "1.23.0"
-opentelemetry-sdk = ">=1.23.0,<1.24.0"
+opentelemetry-exporter-otlp-proto-common = "1.24.0"
+opentelemetry-proto = "1.24.0"
+opentelemetry-sdk = ">=1.24.0,<1.25.0"
 
 [package.extras]
 test = ["pytest-grpc"]
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-http"
-version = "1.23.0"
+version = "1.24.0"
 description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_http-1.23.0-py3-none-any.whl", hash = "sha256:ad853b58681df8efcb2cfc93be2b5fd86351c99ff4ab47dc917da384b8650d91"},
-    {file = "opentelemetry_exporter_otlp_proto_http-1.23.0.tar.gz", hash = "sha256:088eac2320f4a604e2d9ff71aced71fdae601ac6457005fb0303d6bbbf44e6ca"},
+    {file = "opentelemetry_exporter_otlp_proto_http-1.24.0-py3-none-any.whl", hash = "sha256:25af10e46fdf4cd3833175e42f4879a1255fc01655fe14c876183a2903949836"},
+    {file = "opentelemetry_exporter_otlp_proto_http-1.24.0.tar.gz", hash = "sha256:704c066cc96f5131881b75c0eac286cd73fc735c490b054838b4513254bd7850"},
 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
 googleapis-common-protos = ">=1.52,<2.0"
 opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.23.0"
-opentelemetry-proto = "1.23.0"
-opentelemetry-sdk = ">=1.23.0,<1.24.0"
+opentelemetry-exporter-otlp-proto-common = "1.24.0"
+opentelemetry-proto = "1.24.0"
+opentelemetry-sdk = ">=1.24.0,<1.25.0"
 requests = ">=2.7,<3.0"
 
-[package.extras]
-test = ["responses (>=0.22.0,<0.25)"]
-
 [[package]]
 name = "opentelemetry-instrumentation"
-version = "0.44b0"
+version = "0.45b0"
 description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_instrumentation-0.44b0-py3-none-any.whl", hash = "sha256:79560f386425176bcc60c59190064597096114c4a8e5154f1cb281bb4e47d2fc"},
-    {file = "opentelemetry_instrumentation-0.44b0.tar.gz", hash = "sha256:8213d02d8c0987b9b26386ae3e091e0477d6331673123df736479322e1a50b48"},
+    {file = "opentelemetry_instrumentation-0.45b0-py3-none-any.whl", hash = "sha256:06c02e2c952c1b076e8eaedf1b82f715e2937ba7eeacab55913dd434fbcec258"},
+    {file = "opentelemetry_instrumentation-0.45b0.tar.gz", hash = "sha256:6c47120a7970bbeb458e6a73686ee9ba84b106329a79e4a4a66761f933709c7e"},
 ]
 
 [package.dependencies]
@@ -3570,13 +3620,13 @@ wrapt = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.23.0"
+version = "1.24.0"
 description = "OpenTelemetry Python Proto"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_proto-1.23.0-py3-none-any.whl", hash = "sha256:4c017deca052cb287a6003b7c989ed8b47af65baeb5d57ebf93dde0793f78509"},
-    {file = "opentelemetry_proto-1.23.0.tar.gz", hash = "sha256:e6aaf8b7ace8d021942d546161401b83eed90f9f2cc6f13275008cea730e4651"},
+    {file = "opentelemetry_proto-1.24.0-py3-none-any.whl", hash = "sha256:bcb80e1e78a003040db71ccf83f2ad2019273d1e0828089d183b18a1476527ce"},
+    {file = "opentelemetry_proto-1.24.0.tar.gz", hash = "sha256:ff551b8ad63c6cabb1845ce217a6709358dfaba0f75ea1fa21a61ceddc78cab8"},
 ]
 
 [package.dependencies]
@@ -3584,29 +3634,84 @@ protobuf = ">=3.19,<5.0"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.23.0"
+version = "1.24.0"
 description = "OpenTelemetry Python SDK"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_sdk-1.23.0-py3-none-any.whl", hash = "sha256:a93c96990ac0f07c6d679e2f1015864ff7a4f5587122dd5af968034436efb1fd"},
-    {file = "opentelemetry_sdk-1.23.0.tar.gz", hash = "sha256:9ddf60195837b59e72fd2033d6a47e2b59a0f74f0ec37d89387d89e3da8cab7f"},
+    {file = "opentelemetry_sdk-1.24.0-py3-none-any.whl", hash = "sha256:fa731e24efe832e98bcd90902085b359dcfef7d9c9c00eb5b9a18587dae3eb59"},
+    {file = "opentelemetry_sdk-1.24.0.tar.gz", hash = "sha256:75bc0563affffa827700e0f4f4a68e1e257db0df13372344aebc6f8a64cde2e5"},
 ]
 
 [package.dependencies]
-opentelemetry-api = "1.23.0"
-opentelemetry-semantic-conventions = "0.44b0"
+opentelemetry-api = "1.24.0"
+opentelemetry-semantic-conventions = "0.45b0"
 typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.44b0"
+version = "0.45b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_semantic_conventions-0.44b0-py3-none-any.whl", hash = "sha256:7c434546c9cbd797ab980cc88bf9ff3f4a5a28f941117cad21694e43d5d92019"},
-    {file = "opentelemetry_semantic_conventions-0.44b0.tar.gz", hash = "sha256:2e997cb28cd4ca81a25a9a43365f593d0c2b76be0685015349a89abdf1aa4ffa"},
+    {file = "opentelemetry_semantic_conventions-0.45b0-py3-none-any.whl", hash = "sha256:a4a6fb9a7bacd9167c082aa4681009e9acdbfa28ffb2387af50c2fef3d30c864"},
+    {file = "opentelemetry_semantic_conventions-0.45b0.tar.gz", hash = "sha256:7c84215a44ac846bc4b8e32d5e78935c5c43482e491812a0bb8aaf87e4d92118"},
+]
+
+[[package]]
+name = "orjson"
+version = "3.10.3"
+description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
+optional = false
+python-versions = ">=3.8"
+files = [
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 ]
 
 [[package]]
@@ -3622,13 +3727,13 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "23.2"
+version = "24.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.extras]
@@ -3902,17 +4008,17 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "pkginfo"
-version = "1.9.6"
+version = "1.10.0"
 description = "Query metadata from sdists / bdists / installed packages."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.extras]
-testing = ["pytest", "pytest-cov"]
+testing = ["pytest", "pytest-cov", "wheel"]
 
 [[package]]
 name = "pkgutil-resolve-name"
@@ -3927,28 +4033,29 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.2.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+version = "4.2.1"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
 docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
+type = ["mypy (>=1.8)"]
 
 [[package]]
 name = "pluggy"
-version = "1.4.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -3957,13 +4064,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "poethepoet"
-version = "0.25.0"
+version = "0.26.1"
 description = "A task runner that works well with poetry."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3976,13 +4083,13 @@ poetry-plugin = ["poetry (>=1.0,<2.0)"]
 
 [[package]]
 name = "poetry"
-version = "1.8.1"
+version = "1.8.2"
 description = "Python dependency management and packaging made easy."
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
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-    {file = "poetry-1.8.1.tar.gz", hash = "sha256:23519cc45eb3cf48e899145bc762425a141e3afd52ecc53ec443ca635122327f"},
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 ]
 
 [package.dependencies]
@@ -4024,17 +4131,17 @@ files = [
 
 [[package]]
 name = "poetry-plugin-export"
-version = "1.6.0"
+version = "1.7.1"
 description = "Poetry plugin to export the dependencies to various formats"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
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+    {file = "poetry_plugin_export-1.7.1-py3-none-any.whl", hash = "sha256:b2258e53ae0d369a73806f957ed0e726eb95c571a0ce8b1f273da686528cc1da"},
+    {file = "poetry_plugin_export-1.7.1.tar.gz", hash = "sha256:cf62cfb6218a904290ba6db3bc1a24aa076d10f81c48c6e48b2ded430131e22e"},
 ]
 
 [package.dependencies]
-poetry = ">=1.6.0,<2.0.0"
+poetry = ">=1.8.0,<2.0.0"
 poetry-core = ">=1.7.0,<2.0.0"
 
 [[package]]
@@ -4150,61 +4257,61 @@ files = [
 
 [[package]]
 name = "pyarrow"
-version = "15.0.0"
+version = "16.0.0"
 description = "Python library for Apache Arrow"
 optional = false
 python-versions = ">=3.8"
 files = [
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 typing-extensions = ">=4.6.1"
 
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 ]
 
 [package.dependencies]
 dnspython = ">=1.16.0,<3.0.0"
 
 [package.extras]
-aws = ["pymongo-auth-aws (<2.0.0)"]
-encryption = ["certifi", "pymongo[aws]", "pymongocrypt (>=1.6.0,<2.0.0)"]
+aws = ["pymongo-auth-aws (>=1.1.0,<2.0.0)"]
+encryption = ["certifi", "pymongo-auth-aws (>=1.1.0,<2.0.0)", "pymongocrypt (>=1.6.0,<2.0.0)"]
 gssapi = ["pykerberos", "winkerberos (>=0.5.0)"]
 ocsp = ["certifi", "cryptography (>=2.5)", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"]
 snappy = ["python-snappy"]
@@ -4527,27 +4611,24 @@ files = [
 
 [[package]]
 name = "pyproject-hooks"
-version = "1.0.0"
+version = "1.1.0"
 description = "Wrappers to call pyproject.toml-based build backend hooks."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pyproject_hooks-1.0.0-py3-none-any.whl", hash = "sha256:283c11acd6b928d2f6a7c73fa0d01cb2bdc5f07c57a2eeb6e83d5e56b97976f8"},
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+    {file = "pyproject_hooks-1.1.0-py3-none-any.whl", hash = "sha256:7ceeefe9aec63a1064c18d939bdc3adf2d8aa1988a510afec15151578b232aa2"},
+    {file = "pyproject_hooks-1.1.0.tar.gz", hash = "sha256:4b37730834edbd6bd37f26ece6b44802fb1c1ee2ece0e54ddff8bfc06db86965"},
 ]
 
-[package.dependencies]
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-
 [[package]]
 name = "pytelegrambotapi"
-version = "4.16.1"
+version = "4.17.0"
 description = "Python Telegram bot api."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "pytelegrambotapi-4.16.1-py3-none-any.whl", hash = "sha256:85451b4fa1a47d99318a50aef361d177d2eb580c5ea6429fadb071cfad17fb35"},
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 ]
 
 [package.dependencies]
@@ -4567,13 +4648,13 @@ watchdog = ["watchdog"]
 
 [[package]]
 name = "pytest"
-version = "8.0.2"
+version = "8.2.0"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pytest-8.0.2-py3-none-any.whl", hash = "sha256:edfaaef32ce5172d5466b5127b42e0d6d35ebbe4453f0e3505d96afd93f6b096"},
-    {file = "pytest-8.0.2.tar.gz", hash = "sha256:d4051d623a2e0b7e51960ba963193b09ce6daeb9759a451844a21e4ddedfc1bd"},
+    {file = "pytest-8.2.0-py3-none-any.whl", hash = "sha256:1733f0620f6cda4095bbf0d9ff8022486e91892245bb9e7d5542c018f612f233"},
+    {file = "pytest-8.2.0.tar.gz", hash = "sha256:d507d4482197eac0ba2bae2e9babf0672eb333017bcedaa5fb1a3d42c1174b3f"},
 ]
 
 [package.dependencies]
@@ -4581,21 +4662,21 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.3.0,<2.0"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+pluggy = ">=1.5,<2.0"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-asyncio"
-version = "0.23.5"
+version = "0.23.6"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pytest-asyncio-0.23.5.tar.gz", hash = "sha256:3a048872a9c4ba14c3e90cc1aa20cbc2def7d01c7c8db3777ec281ba9c057675"},
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+    {file = "pytest-asyncio-0.23.6.tar.gz", hash = "sha256:ffe523a89c1c222598c76856e76852b787504ddb72dd5d9b6617ffa8aa2cde5f"},
+    {file = "pytest_asyncio-0.23.6-py3-none-any.whl", hash = "sha256:68516fdd1018ac57b846c9846b954f0393b26f094764a28c955eabb0536a4e8a"},
 ]
 
 [package.dependencies]
@@ -4607,13 +4688,13 @@ testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
 name = "pytest-cov"
-version = "4.1.0"
+version = "5.0.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pytest-cov-4.1.0.tar.gz", hash = "sha256:3904b13dfbfec47f003b8e77fd5b589cd11904a21ddf1ab38a64f204d6a10ef6"},
-    {file = "pytest_cov-4.1.0-py3-none-any.whl", hash = "sha256:6ba70b9e97e69fcc3fb45bfeab2d0a138fb65c4d0d6a41ef33983ad114be8c3a"},
+    {file = "pytest-cov-5.0.0.tar.gz", hash = "sha256:5837b58e9f6ebd335b0f8060eecce69b662415b16dc503883a02f45dfeb14857"},
+    {file = "pytest_cov-5.0.0-py3-none-any.whl", hash = "sha256:4f0764a1219df53214206bf1feea4633c3b558a2925c8b59f144f682861ce652"},
 ]
 
 [package.dependencies]
@@ -4621,7 +4702,7 @@ coverage = {version = ">=5.2.1", extras = ["toml"]}
 pytest = ">=4.6"
 
 [package.extras]
-testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
+testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
 
 [[package]]
 name = "pytest-fixture-config"
@@ -4685,13 +4766,13 @@ tests = ["mock"]
 
 [[package]]
 name = "python-dateutil"
-version = "2.8.2"
+version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
-    {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
-    {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
+    {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
+    {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
 ]
 
 [package.dependencies]
@@ -4722,15 +4803,29 @@ files = [
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 ]
 
+[[package]]
+name = "python-multipart"
+version = "0.0.9"
+description = "A streaming multipart parser for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "python_multipart-0.0.9-py3-none-any.whl", hash = "sha256:97ca7b8ea7b05f977dc3849c3ba99d51689822fab725c3703af7c866a0c2b215"},
+    {file = "python_multipart-0.0.9.tar.gz", hash = "sha256:03f54688c663f1b7977105f021043b0793151e4cb1c1a9d4a11fc13d622c4026"},
+]
+
+[package.extras]
+dev = ["atomicwrites (==1.4.1)", "attrs (==23.2.0)", "coverage (==7.4.1)", "hatch", "invoke (==2.2.0)", "more-itertools (==10.2.0)", "pbr (==6.0.0)", "pluggy (==1.4.0)", "py (==1.11.0)", "pytest (==8.0.0)", "pytest-cov (==4.1.0)", "pytest-timeout (==2.2.0)", "pyyaml (==6.0.1)", "ruff (==0.2.1)"]
+
 [[package]]
 name = "python-on-whales"
-version = "0.69.0"
+version = "0.71.0"
 description = "A Docker client for Python, designed to be fun and intuitive!"
 optional = false
 python-versions = "<4,>=3.8"
 files = [
-    {file = "python-on-whales-0.69.0.tar.gz", hash = "sha256:86bef044568e6abd381e63731e03a6536709be129c5934020da403b99f489b5e"},
-    {file = "python_on_whales-0.69.0-py3-none-any.whl", hash = "sha256:73cf63377fbcbfee1f4a5e58148a1a0293f2ba153c2b862b830d0d9fedd5e223"},
+    {file = "python_on_whales-0.71.0-py3-none-any.whl", hash = "sha256:9d23c025e2e887f8336fbdd324ce764e72e60f7db2d0599601e8f6ddac1cae2d"},
+    {file = "python_on_whales-0.71.0.tar.gz", hash = "sha256:0967be1b716f4a40e44a4b3bf091f721b494205425c1215f64a1a612eb932900"},
 ]
 
 [package.dependencies]
@@ -4828,6 +4923,7 @@ files = [
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     {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
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     {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
@@ -4864,104 +4960,99 @@ files = [
 
 [[package]]
 name = "pyzmq"
-version = "25.1.2"
+version = "26.0.3"
 description = "Python bindings for 0MQ"
 optional = false
-python-versions = ">=3.6"
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 [package.dependencies]
@@ -5011,101 +5102,101 @@ test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
 
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 [package.extras]
@@ -5113,17 +5204,17 @@ full = ["numpy"]
 
 [[package]]
 name = "redis"
-version = "5.0.2"
+version = "5.0.4"
 description = "Python client for Redis database and key-value store"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "redis-5.0.2-py3-none-any.whl", hash = "sha256:4caa8e1fcb6f3c0ef28dba99535101d80934b7d4cd541bbb47f4a3826ee472d1"},
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+    {file = "redis-5.0.4-py3-none-any.whl", hash = "sha256:7adc2835c7a9b5033b7ad8f8918d09b7344188228809c98df07af226d39dec91"},
+    {file = "redis-5.0.4.tar.gz", hash = "sha256:ec31f2ed9675cc54c21ba854cfe0462e6faf1d83c8ce5944709db8a4700b9c61"},
 ]
 
 [package.dependencies]
-async-timeout = ">=4.0.3"
+async-timeout = {version = ">=4.0.3", markers = "python_full_version < \"3.11.3\""}
 
 [package.extras]
 hiredis = ["hiredis (>=1.0.0)"]
@@ -5131,13 +5222,13 @@ ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"
 
 [[package]]
 name = "referencing"
-version = "0.33.0"
+version = "0.35.1"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "referencing-0.35.1.tar.gz", hash = "sha256:25b42124a6c8b632a425174f24087783efb348a6f1e0008e63cd4466fedf703c"},
 ]
 
 [package.dependencies]
@@ -5372,13 +5463,13 @@ jeepney = ">=0.6"
 
 [[package]]
 name = "send2trash"
-version = "1.8.2"
+version = "1.8.3"
 description = "Send file to trash natively under Mac OS X, Windows and Linux"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
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+    {file = "Send2Trash-1.8.3.tar.gz", hash = "sha256:b18e7a3966d99871aefeb00cfbcfdced55ce4871194810fc71f4aa484b953abf"},
 ]
 
 [package.extras]
@@ -5388,18 +5479,18 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "setuptools"
-version = "69.1.1"
+version = "69.5.1"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
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+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
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 [[package]]
@@ -5505,22 +5596,22 @@ test = ["cython", "filelock", "html5lib", "pytest (>=4.6)"]
 
 [[package]]
 name = "sphinx-autodoc-typehints"
-version = "2.0.0"
+version = "2.0.1"
 description = "Type hints (PEP 484) support for the Sphinx autodoc extension"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 sphinx = ">=7.1.2"
 
 [package.extras]
-docs = ["furo (>=2023.9.10)"]
+docs = ["furo (>=2024.1.29)"]
 numpy = ["nptyping (>=2.5)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "sphobjinv (>=2.3.1)", "typing-extensions (>=4.8)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.4.2)", "diff-cover (>=8.0.3)", "pytest (>=8.0.1)", "pytest-cov (>=4.1)", "sphobjinv (>=2.3.1)", "typing-extensions (>=4.9)"]
 
 [[package]]
 name = "sphinx-copybutton"
@@ -5561,13 +5652,13 @@ test = ["beautifulsoup4", "pytest", "pytest-cov"]
 
 [[package]]
 name = "sphinx-gallery"
-version = "0.15.0"
-description = "A `Sphinx <https://www.sphinx-doc.org/en/master/>`_ extension that builds an HTML gallery of examples from any set of Python scripts."
+version = "0.16.0"
+description = "A Sphinx extension that builds an HTML gallery of examples from any set of Python scripts."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5715,60 +5806,60 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
-version = "2.0.27"
+version = "2.0.30"
 description = "Database Abstraction Library"
 optional = true
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -5802,19 +5893,18 @@ sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "sqlparse"
-version = "0.4.4"
+version = "0.5.0"
 description = "A non-validating SQL parser."
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
-dev = ["build", "flake8"]
+dev = ["build", "hatch"]
 doc = ["sphinx"]
-test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "stack-data"
@@ -5837,13 +5927,13 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "starlette"
-version = "0.36.3"
+version = "0.37.2"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5855,13 +5945,13 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7
 
 [[package]]
 name = "streamlit"
-version = "1.31.1"
+version = "1.34.0"
 description = "A faster way to build and share data apps"
 optional = false
-python-versions = ">=3.8, !=3.9.7"
+python-versions = "!=3.9.7,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5870,23 +5960,19 @@ blinker = ">=1.0.0,<2"
 cachetools = ">=4.0,<6"
 click = ">=7.0,<9"
 gitpython = ">=3.0.7,<3.1.19 || >3.1.19,<4"
-importlib-metadata = ">=1.4,<8"
 numpy = ">=1.19.3,<2"
-packaging = ">=16.8,<24"
+packaging = ">=16.8,<25"
 pandas = ">=1.3.0,<3"
 pillow = ">=7.1.0,<11"
 protobuf = ">=3.20,<5"
 pyarrow = ">=7.0"
 pydeck = ">=0.8.0b4,<1"
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 requests = ">=2.27,<3"
 rich = ">=10.14.0,<14"
 tenacity = ">=8.1.0,<9"
 toml = ">=0.10.1,<2"
 tornado = ">=6.0.3,<7"
 typing-extensions = ">=4.3.0,<5"
-tzlocal = ">=1.1,<6"
-validators = ">=0.2,<1"
 watchdog = {version = ">=2.1.5", markers = "platform_system != \"Darwin\""}
 
 [package.extras]
@@ -5908,12 +5994,12 @@ streamlit = ">=0.63"
 
 [[package]]
 name = "telethon"
-version = "1.34.0"
+version = "1.35.0"
 description = "Full-featured Telegram client library for Python 3"
 optional = false
 python-versions = ">=3.5"
 files = [
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 ]
 
 [package.dependencies]
@@ -5953,13 +6039,13 @@ tests = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "terminado"
-version = "0.18.0"
+version = "0.18.1"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5974,13 +6060,13 @@ typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
 [[package]]
 name = "tinycss2"
-version = "1.2.1"
+version = "1.3.0"
 description = "A tiny CSS parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5988,7 +6074,7 @@ webencodings = ">=0.4"
 
 [package.extras]
 doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["flake8", "isort", "pytest"]
+test = ["pytest", "ruff"]
 
 [[package]]
 name = "toml"
@@ -6056,13 +6142,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.2"
+version = "4.66.4"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -6076,71 +6162,67 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.14.1"
+version = "5.14.3"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "trove-classifiers"
-version = "2024.2.23"
+version = "2024.4.10"
 description = "Canonical source for classifiers on PyPI (pypi.org)."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
 name = "typer"
-version = "0.9.0"
+version = "0.12.3"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
-click = ">=7.1.1,<9.0.0"
+click = ">=8.0.0"
+rich = ">=10.11.0"
+shellingham = ">=1.3.0"
 typing-extensions = ">=3.7.4.3"
 
-[package.extras]
-all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
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-
 [[package]]
 name = "types-python-dateutil"
-version = "2.8.19.20240106"
+version = "2.9.0.20240316"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "typing-extensions"
-version = "4.10.0"
+version = "4.11.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -6155,23 +6237,79 @@ files = [
 ]
 
 [[package]]
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-version = "5.2"
-description = "tzinfo object for the local timezone"
+name = "ujson"
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 optional = false
 python-versions = ">=3.8"
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 ]
 
-[package.dependencies]
-"backports.zoneinfo" = {version = "*", markers = "python_version < \"3.9\""}
-tzdata = {version = "*", markers = "platform_system == \"Windows\""}
-
-[package.extras]
-devenv = ["check-manifest", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"]
-
 [[package]]
 name = "uri-template"
 version = "1.3.0"
@@ -6204,54 +6342,83 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.27.1"
+version = "0.29.0"
 description = "The lightning-fast ASGI server."
 optional = false
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 [package.dependencies]
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 typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
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 [[package]]
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 [[package]]
 name = "virtualenv"
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 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -6260,7 +6427,7 @@ filelock = ">=3.12.2,<4"
 platformdirs = ">=3.9.1,<5"
 
 [package.extras]
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 [[package]]
@@ -6304,6 +6471,93 @@ files = [
 [package.extras]
 watchmedo = ["PyYAML (>=3.10)"]
 
+[[package]]
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+
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+anyio = ">=3.0.0"
+
 [[package]]
 name = "wcwidth"
 version = "0.2.13"
@@ -6343,17 +6597,17 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.7.0"
+version = "1.8.0"
 description = "WebSocket client for Python with low level API options"
 optional = false
 python-versions = ">=3.8"
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 [package.extras]
-docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
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 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
@@ -6440,13 +6694,13 @@ files = [
 
 [[package]]
 name = "werkzeug"
-version = "3.0.1"
+version = "3.0.3"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -6723,13 +6977,13 @@ multidict = ">=4.0"
 
 [[package]]
 name = "ydb"
-version = "3.8.0"
+version = "3.11.3"
 description = "YDB Python SDK"
 optional = true
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -6743,18 +6997,18 @@ yc = ["yandexcloud"]
 
 [[package]]
 name = "zipp"
-version = "3.17.0"
+version = "3.18.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
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 python-versions = ">=3.8"
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 [[package]]
 name = "zope-event"
@@ -6776,54 +7030,54 @@ test = ["zope.testrunner"]
 
 [[package]]
 name = "zope-interface"
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 python-versions = ">=3.7"
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+    {file = "zope.interface-6.3.tar.gz", hash = "sha256:f83d6b4b22262d9a826c3bd4b2fbfafe1d0000f085ef8e44cd1328eea274ae6a"},
 ]
 
 [package.dependencies]
 setuptools = "*"
 
 [package.extras]
-docs = ["Sphinx", "repoze.sphinx.autointerface", "sphinx_rtd_theme"]
+docs = ["Sphinx", "repoze.sphinx.autointerface", "sphinx-rtd-theme"]
 test = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
 testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
 

From af90b04c31f0a69890e500c9c318ba8b4e5bfcb0 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Mon, 6 May 2024 15:52:01 +0500
Subject: [PATCH 02/50] trying graceful termination

---
 dff/messengers/common/interface.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 772107f4c..fb4da6ba6 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -83,10 +83,16 @@ async def _polling_loop(
         """
         Method running the request - response cycle once.
         """
+        exceptions = []
+        polling_loop = asyncio.get_running_loop()
+        polling_loop.add_signal_handler(SIGINT, exceptions.append("SIGINT"))
+        
         user_updates = self._request()
         responses = [await pipeline_runner(request, ctx_id) for request, ctx_id in user_updates]
         self._respond(responses)
         await asyncio.sleep(timeout)
+        if "SIGINT" in exceptions:
+            raise KeyboardInterrupt
 
     async def connect(
         self,

From 9d7ecf0c7881f7894e7b846d93f29bea8e1d2648 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 8 May 2024 16:09:48 +0500
Subject: [PATCH 03/50] graceful termination is done exclusively within the
 interface class (untested yet)

---
 dff/messengers/common/interface.py | 23 +++++++++++++++--------
 1 file changed, 15 insertions(+), 8 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index fb4da6ba6..16965294c 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -44,6 +44,9 @@ class PollingMessengerInterface(MessengerInterface):
     Polling message interface runs in a loop, constantly asking users for a new input.
     """
 
+    def __init__(self):
+        self.stopped_by_signal = False
+
     @abc.abstractmethod
     def _request(self) -> List[Tuple[Message, Hashable]]:
         """
@@ -83,16 +86,11 @@ async def _polling_loop(
         """
         Method running the request - response cycle once.
         """
-        exceptions = []
-        polling_loop = asyncio.get_running_loop()
-        polling_loop.add_signal_handler(SIGINT, exceptions.append("SIGINT"))
-        
+
         user_updates = self._request()
         responses = [await pipeline_runner(request, ctx_id) for request, ctx_id in user_updates]
         self._respond(responses)
         await asyncio.sleep(timeout)
-        if "SIGINT" in exceptions:
-            raise KeyboardInterrupt
 
     async def connect(
         self,
@@ -111,13 +109,22 @@ async def connect(
             called in each cycle, should return `True` to continue polling or `False` to stop.
         :param timeout: a time interval between polls (in seconds).
         """
-        while loop():
+        def register_stop_signal(pipeline: Pipeline):
+            self.stopped_by_signal = True
+
+        running_loop = asyncio.get_running_loop()
+        running_loop.add_signal_handler(SIGINT, register_stop_signal(pipeline))
+        # If the user changes signal handling within _polling_loop(), this will break
+        # This code is executed once, while within _polling_loop() it would be several times, which is why it's here now
+
+        while loop() and not self.stopped_by_signal:
             try:
-                await self._polling_loop(pipeline_runner, timeout)
+                await self._polling_loop(pipeline, timeout)
 
             except BaseException as e:
                 self._on_exception(e)
                 break
+        logger.info(f"{type(self).__name__} has stopped polling - SIGINT received")
 
 
 class CallbackMessengerInterface(MessengerInterface):

From 0c377f1824ffbc7360d9f296269e552e0d08bd14 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 8 May 2024 16:17:38 +0500
Subject: [PATCH 04/50] mistake fixed

---
 dff/messengers/common/interface.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 16965294c..9af3278c2 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -119,7 +119,7 @@ def register_stop_signal(pipeline: Pipeline):
 
         while loop() and not self.stopped_by_signal:
             try:
-                await self._polling_loop(pipeline, timeout)
+                await self._polling_loop(pipeline_runner, timeout)
 
             except BaseException as e:
                 self._on_exception(e)

From 8360976f2f531fe0151b7bf55d2aca764b79c964 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Mon, 13 May 2024 13:10:16 +0500
Subject: [PATCH 05/50] sigint handling moved to pipeline + custom stop funcs
 added

---
 dff/messengers/common/interface.py | 12 +-----------
 dff/pipeline/pipeline/pipeline.py  | 19 +++++++++++++++++--
 2 files changed, 18 insertions(+), 13 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 9af3278c2..3f4458e8e 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -44,9 +44,6 @@ class PollingMessengerInterface(MessengerInterface):
     Polling message interface runs in a loop, constantly asking users for a new input.
     """
 
-    def __init__(self):
-        self.stopped_by_signal = False
-
     @abc.abstractmethod
     def _request(self) -> List[Tuple[Message, Hashable]]:
         """
@@ -109,15 +106,8 @@ async def connect(
             called in each cycle, should return `True` to continue polling or `False` to stop.
         :param timeout: a time interval between polls (in seconds).
         """
-        def register_stop_signal(pipeline: Pipeline):
-            self.stopped_by_signal = True
-
-        running_loop = asyncio.get_running_loop()
-        running_loop.add_signal_handler(SIGINT, register_stop_signal(pipeline))
-        # If the user changes signal handling within _polling_loop(), this will break
-        # This code is executed once, while within _polling_loop() it would be several times, which is why it's here now
 
-        while loop() and not self.stopped_by_signal:
+        while loop():
             try:
                 await self._polling_loop(pipeline_runner, timeout)
 
diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index 94eb52a57..dd89004d6 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -101,6 +101,7 @@ def __init__(
         parallelize_processing: bool = False,
     ):
         self.actor: Actor = None
+        self.stopped_by_signal = False
         self.messenger_interface = CLIMessengerInterface() if messenger_interface is None else messenger_interface
         self.context_storage = {} if context_storage is None else context_storage
         self._services_pipeline = ServiceGroup(
@@ -361,7 +362,7 @@ async def _run_pipeline(
 
         return ctx
 
-    def run(self):
+    def run(self, stop_function = pass):
         """
         Method that starts a pipeline and connects to `messenger_interface`.
         It passes `_run_pipeline` to `messenger_interface` as a callbacks,
@@ -369,7 +370,21 @@ def run(self):
         This method can be both blocking and non-blocking. It depends on current `messenger_interface` nature.
         Message interfaces that run in a loop block current thread.
         """
-        asyncio.run(self.messenger_interface.connect(self._run_pipeline))
+        def signal_handler(self):
+            self.stopped_by_signal = True
+            logger.info(f"{pipeline received SIGINT - stopping pipeline")
+
+        def loop(self):
+            return not self.stopped_by_signal
+
+        running_loop = asyncio.get_running_loop()
+        running_loop.add_signal_handler(SIGINT, register_stop_signal(pipeline))
+        # If the user changes signal handling within _polling_loop(), this will break
+
+        asyncio.run(self.messenger_interface.connect(self._run_pipeline, loop))
+        stop_function()
+        print("finished working because of SIGINT")
+        logger.info(f"{pipeline finished working")
 
     def __call__(
         self, request: Message, ctx_id: Optional[Hashable] = None, update_ctx_misc: Optional[dict] = None

From 8476b161581a4b85bf8de562009bc459e88c0f67 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Mon, 13 May 2024 14:24:11 +0500
Subject: [PATCH 06/50] feature works now

---
 dff/pipeline/pipeline/pipeline.py | 30 +++++++++++++++++-------------
 1 file changed, 17 insertions(+), 13 deletions(-)

diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index dd89004d6..576def347 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -15,6 +15,7 @@
 """
 
 import asyncio
+import signal
 import logging
 from typing import Union, List, Dict, Optional, Hashable, Callable
 
@@ -23,7 +24,7 @@
 from dff.script import NodeLabel2Type, Message
 from dff.utils.turn_caching import cache_clear
 
-from dff.messengers.common import MessengerInterface, CLIMessengerInterface
+from dff.messengers.common import MessengerInterface, CLIMessengerInterface, PollingMessengerInterface
 from ..service.group import ServiceGroup
 from ..types import (
     ServiceBuilder,
@@ -362,7 +363,14 @@ async def _run_pipeline(
 
         return ctx
 
-    def run(self, stop_function = pass):
+    def _default_loop(self):
+        return not self.stopped_by_signal
+
+    def _signal_handler(self):
+        self.stopped_by_signal = True
+        logger.info(f"pipeline received SIGINT - stopping pipeline")
+
+    def run(self, stop_function = lambda: None):
         """
         Method that starts a pipeline and connects to `messenger_interface`.
         It passes `_run_pipeline` to `messenger_interface` as a callbacks,
@@ -370,21 +378,17 @@ def run(self, stop_function = pass):
         This method can be both blocking and non-blocking. It depends on current `messenger_interface` nature.
         Message interfaces that run in a loop block current thread.
         """
-        def signal_handler(self):
-            self.stopped_by_signal = True
-            logger.info(f"{pipeline received SIGINT - stopping pipeline")
 
-        def loop(self):
-            return not self.stopped_by_signal
-
-        running_loop = asyncio.get_running_loop()
-        running_loop.add_signal_handler(SIGINT, register_stop_signal(pipeline))
+        event_loop = asyncio.get_event_loop()
+        event_loop.add_signal_handler(signal.SIGINT, self._signal_handler)
         # If the user changes signal handling within _polling_loop(), this will break
 
-        asyncio.run(self.messenger_interface.connect(self._run_pipeline, loop))
+        if isinstance(self.messenger_interface, CLIMessengerInterface):
+            asyncio.run(self.messenger_interface.connect(self._run_pipeline, loop=self._default_loop))
+        else:
+            asyncio.run(self.messenger_interface.connect(self._run_pipeline))
         stop_function()
-        print("finished working because of SIGINT")
-        logger.info(f"{pipeline finished working")
+        logger.info(f"pipeline finished working")
 
     def __call__(
         self, request: Message, ctx_id: Optional[Hashable] = None, update_ctx_misc: Optional[dict] = None

From 4d8301670b9cafe7a7c2512497f831aae82b6e63 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Mon, 13 May 2024 14:25:15 +0500
Subject: [PATCH 07/50] formatted code

---
 dff/pipeline/pipeline/pipeline.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index 576def347..a1530a1d4 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -370,7 +370,7 @@ def _signal_handler(self):
         self.stopped_by_signal = True
         logger.info(f"pipeline received SIGINT - stopping pipeline")
 
-    def run(self, stop_function = lambda: None):
+    def run(self, stop_function=lambda: None):
         """
         Method that starts a pipeline and connects to `messenger_interface`.
         It passes `_run_pipeline` to `messenger_interface` as a callbacks,

From 2e0dedc75dbf68fb7143467f58663ef5a8445d4a Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Mon, 13 May 2024 14:28:09 +0500
Subject: [PATCH 08/50] fixed typo

---
 dff/messengers/common/interface.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 3f4458e8e..e8965d38d 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -83,7 +83,6 @@ async def _polling_loop(
         """
         Method running the request - response cycle once.
         """
-
         user_updates = self._request()
         responses = [await pipeline_runner(request, ctx_id) for request, ctx_id in user_updates]
         self._respond(responses)
@@ -106,7 +105,6 @@ async def connect(
             called in each cycle, should return `True` to continue polling or `False` to stop.
         :param timeout: a time interval between polls (in seconds).
         """
-
         while loop():
             try:
                 await self._polling_loop(pipeline_runner, timeout)

From 93b5359ec0c8ceb78a40527843819de8531bbcc9 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Thu, 16 May 2024 19:03:53 +0500
Subject: [PATCH 09/50] interfaces enhanced with asyncio, changes to graceful
 termination added

---
 dff/messengers/common/interface.py | 18 ++++++++++++++----
 dff/pipeline/pipeline/pipeline.py  | 20 ++++++++------------
 2 files changed, 22 insertions(+), 16 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index e8965d38d..b642eec49 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -27,6 +27,9 @@ class MessengerInterface(abc.ABC):
     It is responsible for connection between user and pipeline, as well as for request-response transactions.
     """
 
+    def __init__(self):
+        self.task = None
+
     @abc.abstractmethod
     async def connect(self, pipeline_runner: PipelineRunnerFunction):
         """
@@ -38,6 +41,13 @@ async def connect(self, pipeline_runner: PipelineRunnerFunction):
         """
         raise NotImplementedError
 
+    async def run_in_foreground(self, *args):
+        self.task = await asyncio.create_task(self.connect(args))
+        await self.task
+        # Allowing other interfaces (and all async tasks) to work too
+
+    async def shutdown:
+        await self.task.cancel()
 
 class PollingMessengerInterface(MessengerInterface):
     """
@@ -45,7 +55,7 @@ class PollingMessengerInterface(MessengerInterface):
     """
 
     @abc.abstractmethod
-    def _request(self) -> List[Tuple[Message, Hashable]]:
+    async def _request(self) -> List[Tuple[Message, Hashable]]:
         """
         Method used for sending users request for their input.
 
@@ -54,7 +64,7 @@ def _request(self) -> List[Tuple[Message, Hashable]]:
         raise NotImplementedError
 
     @abc.abstractmethod
-    def _respond(self, responses: List[Context]):
+    async def _respond(self, responses: List[Context]):
         """
         Method used for sending users responses for their last input.
 
@@ -83,9 +93,9 @@ async def _polling_loop(
         """
         Method running the request - response cycle once.
         """
-        user_updates = self._request()
+        user_updates = await self._request()
         responses = [await pipeline_runner(request, ctx_id) for request, ctx_id in user_updates]
-        self._respond(responses)
+        await self._respond(responses)
         await asyncio.sleep(timeout)
 
     async def connect(
diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index a1530a1d4..be03cf02c 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -363,14 +363,14 @@ async def _run_pipeline(
 
         return ctx
 
-    def _default_loop(self):
-        return not self.stopped_by_signal
-
-    def _signal_handler(self):
+    def _sigint_handler(self):
         self.stopped_by_signal = True
-        logger.info(f"pipeline received SIGINT - stopping pipeline")
+        # asyncio.run(asyncio.gather(*[iface.shutdown() for iface in self.messenger_interfaces]))
+        for interface in messenger_interfaces:
+            interface.shutdown()
+        logger.info(f"pipeline received SIGINT - stopping pipeline and all interfaces")
 
-    def run(self, stop_function=lambda: None):
+    def run(self):
         """
         Method that starts a pipeline and connects to `messenger_interface`.
         It passes `_run_pipeline` to `messenger_interface` as a callbacks,
@@ -380,14 +380,10 @@ def run(self, stop_function=lambda: None):
         """
 
         event_loop = asyncio.get_event_loop()
-        event_loop.add_signal_handler(signal.SIGINT, self._signal_handler)
+        event_loop.add_signal_handler(signal.SIGINT, self._sigint_handler)
         # If the user changes signal handling within _polling_loop(), this will break
 
-        if isinstance(self.messenger_interface, CLIMessengerInterface):
-            asyncio.run(self.messenger_interface.connect(self._run_pipeline, loop=self._default_loop))
-        else:
-            asyncio.run(self.messenger_interface.connect(self._run_pipeline))
-        stop_function()
+        asyncio.run(self.messenger_interface.run_in_foreground(self._run_pipeline))
         logger.info(f"pipeline finished working")
 
     def __call__(

From d759fba2b9714f8d93fbcf09cd43edbb7cd8ff7e Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Thu, 16 May 2024 19:13:47 +0500
Subject: [PATCH 10/50] added a check to signal handler(unfinished)

---
 dff/messengers/common/interface.py | 5 ++++-
 dff/pipeline/pipeline/pipeline.py  | 6 ++++--
 2 files changed, 8 insertions(+), 3 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index b642eec49..30a997eba 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -29,6 +29,8 @@ class MessengerInterface(abc.ABC):
 
     def __init__(self):
         self.task = None
+        self.running_in_foreground = False
+        
 
     @abc.abstractmethod
     async def connect(self, pipeline_runner: PipelineRunnerFunction):
@@ -42,11 +44,12 @@ async def connect(self, pipeline_runner: PipelineRunnerFunction):
         raise NotImplementedError
 
     async def run_in_foreground(self, *args):
+        self.running_in_foreground = True
         self.task = await asyncio.create_task(self.connect(args))
         await self.task
         # Allowing other interfaces (and all async tasks) to work too
 
-    async def shutdown:
+    async def shutdown(self):
         await self.task.cancel()
 
 class PollingMessengerInterface(MessengerInterface):
diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index be03cf02c..b97459288 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -366,8 +366,10 @@ async def _run_pipeline(
     def _sigint_handler(self):
         self.stopped_by_signal = True
         # asyncio.run(asyncio.gather(*[iface.shutdown() for iface in self.messenger_interfaces]))
-        for interface in messenger_interfaces:
-            interface.shutdown()
+        for interface in messenger_interface:
+            if interface.running_in_foreground:
+                interface.shutdown()
+        # In case someone launched a pipeline with connect() instead of run_in_foreground(), all SIGINTs will be ignored, though the flag self.stopped_by_signal is still changed to True.
         logger.info(f"pipeline received SIGINT - stopping pipeline and all interfaces")
 
     def run(self):

From 01b00029c96299bb7088ddf5e9649aa349f72360 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Thu, 16 May 2024 19:15:05 +0500
Subject: [PATCH 11/50] formatted with poetry

---
 dff/messengers/common/interface.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 30a997eba..a749714df 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -30,7 +30,6 @@ class MessengerInterface(abc.ABC):
     def __init__(self):
         self.task = None
         self.running_in_foreground = False
-        
 
     @abc.abstractmethod
     async def connect(self, pipeline_runner: PipelineRunnerFunction):
@@ -52,6 +51,7 @@ async def run_in_foreground(self, *args):
     async def shutdown(self):
         await self.task.cancel()
 
+
 class PollingMessengerInterface(MessengerInterface):
     """
     Polling message interface runs in a loop, constantly asking users for a new input.

From 52eb5bfb259d47283ac43dc7f5d198d3a42c13fb Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 22 May 2024 14:37:41 +0500
Subject: [PATCH 12/50] PollingMessengerInterface() overhaul draft

---
 dff/messengers/common/interface.py | 116 +++++++++++++++++------------
 dff/pipeline/pipeline/pipeline.py  |   2 +
 dff/pipeline/types.py              |   7 ++
 3 files changed, 77 insertions(+), 48 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index a749714df..d5e23814f 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -13,6 +13,7 @@
 from typing import Optional, Any, List, Tuple, TextIO, Hashable, TYPE_CHECKING
 
 from dff.script import Context, Message
+from dff.pipeline import Pipeline
 from dff.messengers.common.types import PollingInterfaceLoopFunction
 
 if TYPE_CHECKING:
@@ -50,82 +51,99 @@ async def run_in_foreground(self, *args):
 
     async def shutdown(self):
         await self.task.cancel()
+        logger.info(f"{type(self).__name__} has stopped working - SIGINT received")
 
 
 class PollingMessengerInterface(MessengerInterface):
     """
     Polling message interface runs in a loop, constantly asking users for a new input.
     """
+    # Saved Pipeline() as a variable here. But it was said that it's going to be somewhere else due to MultipleInterfaces PR or Triggers PR (don't remember). That needs to be considered later, possibly using the connect() method or in some other way.
+    # self.running seems very similar to self.running_in_foreground. Are they the same thing or not? Maybe not, because connect() can still be called by anyone without running in foreground, though very unlikely - most will use pipeline.run() calling run_in_foreground().
+    def __init__(self):
+        self.request_queue = asyncio.Queue()
+        self.pipeline = None
+        self.running = True
+        super().__init__()
 
-    @abc.abstractmethod
-    async def _request(self) -> List[Tuple[Message, Hashable]]:
+    @absractmethod
+    async def _respond(self, ctx_id, last_response):
         """
-        Method used for sending users request for their input.
+        Method used for sending users responses for their last input.
 
-        :return: A list of tuples: user inputs and context ids (any user ids) associated with the inputs.
+        :param ctx_id: Context id, specifies the user id. Without multiple messenger interfaces it's basically a redundant parameter, because this function is just a more complex `print(last_response)`. (Change before merge)
+        :param last_response: Latest response from the pipeline which should be relayed to the specified user.
         """
         raise NotImplementedError
 
-    @abc.abstractmethod
-    async def _respond(self, responses: List[Context]):
-        """
-        Method used for sending users responses for their last input.
+    async def _process_request(ctx_id, update: Message, pipeline: Pipeline):
+    """
+    Process a new update for ctx.
+    """
+        await pipeline._run_pipeline(update, ctx_id)
+        await self._respond(ctx_id, pipeline.last_response)
 
-        :param responses: A list of contexts, representing dialogs with the users;
-            `last_response`, `id` and some dialog info can be extracted from there.
+    async def _worker_job():
         """
-        raise NotImplementedError
-
-    def _on_exception(self, e: BaseException):
+        Obtain Lock over the current context,
+        Process the update and send it.
         """
-        Method that is called on polling cycle exceptions, in some cases it should show users the exception.
-        By default, it logs all exit exceptions to `info` log and all non-exit exceptions to `error`.
+        # Is this the best order of the variables? They go in a different order in the pipeline._run_pipeline() arguments. Though this may be more logical.
+        (ctx_id, update) = await self.request_queue.get()
+        
+        async with self.pipeline.context_lock[ctx_id]:  # get exclusive access to this context among interfaces
+            await asyncio.to_thread(  # [optional] execute in a separate thread to avoid blocking
+                self._process_request(ctx_id, update, self.pipeline)
+            )
 
-        :param e: The exception.
-        """
-        if isinstance(e, Exception):
-            logger.error(f"Exception in {type(self).__name__} loop!", exc_info=e)
-        else:
-            logger.info(f"{type(self).__name__} has stopped polling.")
+    async def _worker():
+        while self.running or not self.request_queue.empty():
+            await self._worker_job()
+
+    @abstract
+    async def _get_updates() -> list[tuple[ctx_id, update]]:
+    """
+    Obtain updates from another server
+
+    Example:
+        self.bot.request_updates()
+    """
+
+    async def _polling_job():
+        async for update in self._get_updates():
+            self.request_queue.put(update)
 
     async def _polling_loop(
         self,
-        pipeline_runner: PipelineRunnerFunction,
+        loop: PollingInterfaceLoopFunction = lambda: True,
         timeout: float = 0,
     ):
-        """
-        Method running the request - response cycle once.
-        """
-        user_updates = await self._request()
-        responses = [await pipeline_runner(request, ctx_id) for request, ctx_id in user_updates]
-        await self._respond(responses)
-        await asyncio.sleep(timeout)
+        while loop():
+            await asyncio.shield(self._polling_job())  # shield from cancellation
+            await asyncio.sleep(timeout)
+        finally:
+            self.running = False
 
     async def connect(
         self,
-        pipeline_runner: PipelineRunnerFunction,
+        pipeline: Pipeline,
         loop: PollingInterfaceLoopFunction = lambda: True,
         timeout: float = 0,
     ):
-        """
-        Method, running a request - response cycle in a loop.
-        The looping behavior is determined by `loop` and `timeout`,
-        for most cases the loop itself shouldn't be overridden.
+        self.pipeline = pipeline
+        await asyncio.gather([self._polling_loop(loop=loop, timeout=timeout), shield(self._worker()), shield(self._worker())])
 
-        :param pipeline_runner: A function that should process user request and return context;
-            usually it's a :py:meth:`~dff.pipeline.pipeline.pipeline.Pipeline._run_pipeline` function.
-        :param loop: a function that determines whether polling should be continued;
-            called in each cycle, should return `True` to continue polling or `False` to stop.
-        :param timeout: a time interval between polls (in seconds).
+    def _on_exception(self, e: BaseException):
         """
-        while loop():
-            try:
-                await self._polling_loop(pipeline_runner, timeout)
+        Method that is called on polling cycle exceptions, in some cases it should show users the exception.
+        By default, it logs all exit exceptions to `info` log and all non-exit exceptions to `error`.
 
-            except BaseException as e:
-                self._on_exception(e)
-                break
-        logger.info(f"{type(self).__name__} has stopped polling - SIGINT received")
+        :param e: The exception.
+        """
+        if isinstance(e, Exception):
+            logger.error(f"Exception in {type(self).__name__} loop!", exc_info=e)
+        else:
+            logger.info(f"{type(self).__name__} has stopped polling.")
 
 
 class CallbackMessengerInterface(MessengerInterface):
@@ -178,11 +196,13 @@ def __init__(
         self._prompt_response: str = prompt_response
         self._descriptor: Optional[TextIO] = out_descriptor
 
+    # TODO: Change into _get_updates()
+    # This method seems like it could just be renamed into _get_updates(), no? Just rearrange the parameters and this should work, I think. Though there would only be one update at a time with this implementation.
     def _request(self) -> List[Tuple[Message, Any]]:
         return [(Message(input(self._prompt_request)), self._ctx_id)]
 
-    def _respond(self, responses: List[Context]):
-        print(f"{self._prompt_response}{responses[0].last_response.text}", file=self._descriptor)
+    def _respond(self, ctx_id, last_response: Message):
+        print(f"{self._prompt_response}{last_response.text()}", file=self._descriptor)
 
     async def connect(self, pipeline_runner: PipelineRunnerFunction, **kwargs):
         """
diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index b97459288..0d7d56f54 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -33,6 +33,7 @@
     GlobalExtraHandlerType,
     ExtraHandlerFunction,
     ExtraHandlerBuilder,
+    ContextLock,
 )
 from ..types import PIPELINE_STATE_KEY
 from .utils import finalize_service_group, pretty_format_component_info_dict
@@ -103,6 +104,7 @@ def __init__(
     ):
         self.actor: Actor = None
         self.stopped_by_signal = False
+        self.context_lock = ContextLock()
         self.messenger_interface = CLIMessengerInterface() if messenger_interface is None else messenger_interface
         self.context_storage = {} if context_storage is None else context_storage
         self._services_pipeline = ServiceGroup(
diff --git a/dff/pipeline/types.py b/dff/pipeline/types.py
index b8c782471..ccfa45535 100644
--- a/dff/pipeline/types.py
+++ b/dff/pipeline/types.py
@@ -9,6 +9,7 @@
 from __future__ import annotations
 from enum import unique, Enum
 from typing import Callable, Union, Awaitable, Dict, List, Optional, Iterable, Any, Protocol, Hashable, TYPE_CHECKING
+import asyncio
 
 from dff.context_storages import DBContextStorage
 from dff.script import Context, ActorStage, NodeLabel2Type, Script, Message
@@ -273,3 +274,9 @@ class ExtraHandlerRuntimeInfo(BaseModel):
 A type, representing anything that can be transformed to pipeline.
 It can be Dictionary, containing keys that are present in Pipeline constructor parameters.
 """
+class ContextLock:
+    locks: dict[ctx_id, asyncio.Lock]
+    def __get_item__(key):
+        if not key in locks:
+            locks[key] = Lock()
+        return locks[key]

From 88753a8fa2e5ec2718ff4d70dcfe39fcf5b076f5 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 22 May 2024 14:46:49 +0500
Subject: [PATCH 13/50] formatted with poetry

---
 dff/messengers/common/interface.py | 16 ++++++++--------
 dff/pipeline/types.py              |  3 +++
 2 files changed, 11 insertions(+), 8 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index d5e23814f..62f72f9f7 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -77,9 +77,9 @@ async def _respond(self, ctx_id, last_response):
         raise NotImplementedError
 
     async def _process_request(ctx_id, update: Message, pipeline: Pipeline):
-    """
-    Process a new update for ctx.
-    """
+        """
+        Process a new update for ctx.
+        """
         await pipeline._run_pipeline(update, ctx_id)
         await self._respond(ctx_id, pipeline.last_response)
 
@@ -102,12 +102,12 @@ async def _worker():
 
     @abstract
     async def _get_updates() -> list[tuple[ctx_id, update]]:
-    """
-    Obtain updates from another server
+        """
+        Obtain updates from another server
 
-    Example:
-        self.bot.request_updates()
-    """
+        Example:
+            self.bot.request_updates()
+        """
 
     async def _polling_job():
         async for update in self._get_updates():
diff --git a/dff/pipeline/types.py b/dff/pipeline/types.py
index ccfa45535..2e140da4e 100644
--- a/dff/pipeline/types.py
+++ b/dff/pipeline/types.py
@@ -274,8 +274,11 @@ class ExtraHandlerRuntimeInfo(BaseModel):
 A type, representing anything that can be transformed to pipeline.
 It can be Dictionary, containing keys that are present in Pipeline constructor parameters.
 """
+
+
 class ContextLock:
     locks: dict[ctx_id, asyncio.Lock]
+
     def __get_item__(key):
         if not key in locks:
             locks[key] = Lock()

From 5f98eda862dc42de6d1f7cc95908fb635aeffb91 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 22 May 2024 14:51:34 +0500
Subject: [PATCH 14/50] refactor

---
 dff/messengers/common/interface.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 62f72f9f7..3f06c4ad1 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -76,14 +76,14 @@ async def _respond(self, ctx_id, last_response):
         """
         raise NotImplementedError
 
-    async def _process_request(ctx_id, update: Message, pipeline: Pipeline):
+    async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
         """
         Process a new update for ctx.
         """
         await pipeline._run_pipeline(update, ctx_id)
         await self._respond(ctx_id, pipeline.last_response)
 
-    async def _worker_job():
+    async def _worker_job(self):
         """
         Obtain Lock over the current context,
         Process the update and send it.
@@ -96,12 +96,12 @@ async def _worker_job():
                 self._process_request(ctx_id, update, self.pipeline)
             )
 
-    async def _worker():
+    async def _worker(self):
         while self.running or not self.request_queue.empty():
             await self._worker_job()
 
     @abstract
-    async def _get_updates() -> list[tuple[ctx_id, update]]:
+    async def _get_updates(self) -> list[tuple[ctx_id, update]]:
         """
         Obtain updates from another server
 
@@ -109,7 +109,7 @@ async def _get_updates() -> list[tuple[ctx_id, update]]:
             self.bot.request_updates()
         """
 
-    async def _polling_job():
+    async def _polling_job(self):
         async for update in self._get_updates():
             self.request_queue.put(update)
 

From 591bd8f6146a449d1b1a3774ef3d8f51bb6f7fb3 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Thu, 23 May 2024 19:52:02 +0500
Subject: [PATCH 15/50] testing, but connect() doesn't work

---
 dff/messengers/common/interface.py | 31 +++++++++++++++++-------------
 dff/pipeline/pipeline/pipeline.py  |  2 +-
 2 files changed, 19 insertions(+), 14 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 3f06c4ad1..7d1fa967f 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -13,11 +13,11 @@
 from typing import Optional, Any, List, Tuple, TextIO, Hashable, TYPE_CHECKING
 
 from dff.script import Context, Message
-from dff.pipeline import Pipeline
 from dff.messengers.common.types import PollingInterfaceLoopFunction
 
 if TYPE_CHECKING:
     from dff.pipeline.types import PipelineRunnerFunction
+    from dff.pipeline import Pipeline
 
 logger = logging.getLogger(__name__)
 
@@ -33,7 +33,7 @@ def __init__(self):
         self.running_in_foreground = False
 
     @abc.abstractmethod
-    async def connect(self, pipeline_runner: PipelineRunnerFunction):
+    async def connect(self, pipeline: Pipeline, loop: PollingInterfaceLoopFunction, timeout: float):
         """
         Method invoked when message interface is instantiated and connection is established.
         May be used for sending an introduction message or displaying general bot information.
@@ -43,9 +43,14 @@ async def connect(self, pipeline_runner: PipelineRunnerFunction):
         """
         raise NotImplementedError
 
-    async def run_in_foreground(self, *args):
+    async def run_in_foreground(
+        self,
+        pipeline: Pipeline,
+        loop: PollingInterfaceLoopFunction = lambda: True,
+        timeout: float = 0,
+    ):
         self.running_in_foreground = True
-        self.task = await asyncio.create_task(self.connect(args))
+        self.task = await asyncio.create_task(self.connect(pipeline, loop, timeout))
         await self.task
         # Allowing other interfaces (and all async tasks) to work too
 
@@ -66,7 +71,7 @@ def __init__(self):
         self.running = True
         super().__init__()
 
-    @absractmethod
+    @abc.abstractmethod
     async def _respond(self, ctx_id, last_response):
         """
         Method used for sending users responses for their last input.
@@ -100,7 +105,7 @@ async def _worker(self):
         while self.running or not self.request_queue.empty():
             await self._worker_job()
 
-    @abstract
+    @abc.abstractmethod
     async def _get_updates(self) -> list[tuple[ctx_id, update]]:
         """
         Obtain updates from another server
@@ -118,9 +123,10 @@ async def _polling_loop(
         loop: PollingInterfaceLoopFunction = lambda: True,
         timeout: float = 0,
     ):
-        while loop():
-            await asyncio.shield(self._polling_job())  # shield from cancellation
-            await asyncio.sleep(timeout)
+        try:
+            while loop():
+                await asyncio.shield(self._polling_job())  # shield from cancellation
+                await asyncio.sleep(timeout)
         finally:
             self.running = False
 
@@ -130,6 +136,7 @@ async def connect(
         loop: PollingInterfaceLoopFunction = lambda: True,
         timeout: float = 0,
     ):
+        print("connect() started")
         self.pipeline = pipeline
         await asyncio.gather([self._polling_loop(loop=loop, timeout=timeout), shield(self._worker()), shield(self._worker())])
 
@@ -196,10 +203,8 @@ def __init__(
         self._prompt_response: str = prompt_response
         self._descriptor: Optional[TextIO] = out_descriptor
 
-    # TODO: Change into _get_updates()
-    # This method seems like it could just be renamed into _get_updates(), no? Just rearrange the parameters and this should work, I think. Though there would only be one update at a time with this implementation.
-    def _request(self) -> List[Tuple[Message, Any]]:
-        return [(Message(input(self._prompt_request)), self._ctx_id)]
+    def _get_updates(self) -> List[Tuple[Any, Message]]:
+        return [(self._ctx_id, Message(input(self._prompt_request)))]
 
     def _respond(self, ctx_id, last_response: Message):
         print(f"{self._prompt_response}{last_response.text()}", file=self._descriptor)
diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index 0d7d56f54..cde10d363 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -387,7 +387,7 @@ def run(self):
         event_loop.add_signal_handler(signal.SIGINT, self._sigint_handler)
         # If the user changes signal handling within _polling_loop(), this will break
 
-        asyncio.run(self.messenger_interface.run_in_foreground(self._run_pipeline))
+        asyncio.run(self.messenger_interface.run_in_foreground(self))
         logger.info(f"pipeline finished working")
 
     def __call__(

From fd89b127ad0c3e1b97daf5063281a9ffad8dbdaf Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Fri, 24 May 2024 19:14:30 +0500
Subject: [PATCH 16/50] writing tests

---
 tests/pipeline/test_messenger_interface.py | 35 +++++++++++++++++++++-
 1 file changed, 34 insertions(+), 1 deletion(-)

diff --git a/tests/pipeline/test_messenger_interface.py b/tests/pipeline/test_messenger_interface.py
index 855efeb96..f1a9b8c47 100644
--- a/tests/pipeline/test_messenger_interface.py
+++ b/tests/pipeline/test_messenger_interface.py
@@ -50,7 +50,40 @@ def loop() -> bool:
     loop.runs_left = 5
 
     # Literally what happens in pipeline.run()
-    asyncio.run(pipeline.messenger_interface.connect(pipeline._run_pipeline, loop=loop))
+    asyncio.run(pipeline.messenger_interface.run_in_foreground(pipeline, loop=loop))
+    # asyncio.run(pipeline.messenger_interface.connect(pipeline._run_pipeline, loop=loop))
+
+
+def test_echo_responses():
+    def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
+        return Message(ctx.last_request)
+    ECHO_SCRIPT = {
+        "echo_flow": {
+            "start_node": {
+                RESPONSE: repeat_message_back,
+                TRANSITIONS: {"start_node": True},
+            },
+        }
+    }
+
+    # (respond=request)
+    pipeline = Pipeline.from_script(
+        ECHO_SCRIPT,
+        start_label=("echo_flow", "start_node"),
+        fallback_label=("echo_flow", "start_node"),
+    )
+    
+    obtained_updates = False
+    received_updates = []
+    """
+    get_updates -> if not obtained_updates: [ctx_id, request]
+    respond -> received_updates.append(ctx_id, response)
+    
+    messenger_iface.connect(loop=not obtained_updates)
+    
+    assert received_updates == expected
+    """
+    assert True
 
 
 def test_callback_messenger_interface(monkeypatch):

From 98a13b4ddc1436778638aae579d2306081db320e Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Mon, 27 May 2024 15:24:08 +0500
Subject: [PATCH 17/50] old unit-tests work with this now, a few mistakes fixed

---
 dff/messengers/common/interface.py         | 25 +++++++++-------------
 dff/pipeline/pipeline/pipeline.py          |  4 ++--
 dff/pipeline/types.py                      | 10 ++++-----
 tests/pipeline/test_messenger_interface.py |  8 +++----
 4 files changed, 21 insertions(+), 26 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 7d1fa967f..e7e6906e7 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -33,7 +33,7 @@ def __init__(self):
         self.running_in_foreground = False
 
     @abc.abstractmethod
-    async def connect(self, pipeline: Pipeline, loop: PollingInterfaceLoopFunction, timeout: float):
+    async def connect(self, *args):
         """
         Method invoked when message interface is instantiated and connection is established.
         May be used for sending an introduction message or displaying general bot information.
@@ -43,14 +43,12 @@ async def connect(self, pipeline: Pipeline, loop: PollingInterfaceLoopFunction,
         """
         raise NotImplementedError
 
-    async def run_in_foreground(
-        self,
-        pipeline: Pipeline,
-        loop: PollingInterfaceLoopFunction = lambda: True,
-        timeout: float = 0,
-    ):
+    async def run_in_foreground(self, pipeline: Pipeline, *args):
         self.running_in_foreground = True
-        self.task = await asyncio.create_task(self.connect(pipeline, loop, timeout))
+        self.pipeline = pipeline
+        print(True)
+        self.task = asyncio.create_task(self.connect(*args))
+        print(self.task)
         await self.task
         # Allowing other interfaces (and all async tasks) to work too
 
@@ -98,7 +96,7 @@ async def _worker_job(self):
         
         async with self.pipeline.context_lock[ctx_id]:  # get exclusive access to this context among interfaces
             await asyncio.to_thread(  # [optional] execute in a separate thread to avoid blocking
-                self._process_request(ctx_id, update, self.pipeline)
+                self._process_request, ctx_id, update, self.pipeline
             )
 
     async def _worker(self):
@@ -115,8 +113,8 @@ async def _get_updates(self) -> list[tuple[ctx_id, update]]:
         """
 
     async def _polling_job(self):
-        async for update in self._get_updates():
-            self.request_queue.put(update)
+        for update in self._get_updates():
+            await self.request_queue.put(update)
 
     async def _polling_loop(
         self,
@@ -132,13 +130,10 @@ async def _polling_loop(
 
     async def connect(
         self,
-        pipeline: Pipeline,
         loop: PollingInterfaceLoopFunction = lambda: True,
         timeout: float = 0,
     ):
-        print("connect() started")
-        self.pipeline = pipeline
-        await asyncio.gather([self._polling_loop(loop=loop, timeout=timeout), shield(self._worker()), shield(self._worker())])
+        await asyncio.gather(self._polling_loop(loop=loop, timeout=timeout), asyncio.shield(self._worker()), asyncio.shield(self._worker()))
 
     def _on_exception(self, e: BaseException):
         """
diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index cde10d363..be7951f81 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -368,7 +368,7 @@ async def _run_pipeline(
     def _sigint_handler(self):
         self.stopped_by_signal = True
         # asyncio.run(asyncio.gather(*[iface.shutdown() for iface in self.messenger_interfaces]))
-        for interface in messenger_interface:
+        for interface in self.messenger_interface:
             if interface.running_in_foreground:
                 interface.shutdown()
         # In case someone launched a pipeline with connect() instead of run_in_foreground(), all SIGINTs will be ignored, though the flag self.stopped_by_signal is still changed to True.
@@ -387,7 +387,7 @@ def run(self):
         event_loop.add_signal_handler(signal.SIGINT, self._sigint_handler)
         # If the user changes signal handling within _polling_loop(), this will break
 
-        asyncio.run(self.messenger_interface.run_in_foreground(self))
+        asyncio.run(self.messenger_interface.run_in_foreground(self, self._run_pipeline))
         logger.info(f"pipeline finished working")
 
     def __call__(
diff --git a/dff/pipeline/types.py b/dff/pipeline/types.py
index 2e140da4e..2976dd362 100644
--- a/dff/pipeline/types.py
+++ b/dff/pipeline/types.py
@@ -277,9 +277,9 @@ class ExtraHandlerRuntimeInfo(BaseModel):
 
 
 class ContextLock:
-    locks: dict[ctx_id, asyncio.Lock]
+    locks: dict[ctx_id, asyncio.Lock] = {}
 
-    def __get_item__(key):
-        if not key in locks:
-            locks[key] = Lock()
-        return locks[key]
+    def __getitem__(self, key):
+        if not key in self.locks:
+            self.locks[key] = asyncio.Lock()
+        return self.locks[key]
diff --git a/tests/pipeline/test_messenger_interface.py b/tests/pipeline/test_messenger_interface.py
index f1a9b8c47..d2fb37da3 100644
--- a/tests/pipeline/test_messenger_interface.py
+++ b/tests/pipeline/test_messenger_interface.py
@@ -2,7 +2,7 @@
 import sys
 import pathlib
 
-from dff.script import RESPONSE, TRANSITIONS, Message
+from dff.script import RESPONSE, TRANSITIONS, Message, Context
 from dff.messengers.common import CLIMessengerInterface, CallbackMessengerInterface
 from dff.pipeline import Pipeline
 import dff.script.conditions as cnd
@@ -50,7 +50,7 @@ def loop() -> bool:
     loop.runs_left = 5
 
     # Literally what happens in pipeline.run()
-    asyncio.run(pipeline.messenger_interface.run_in_foreground(pipeline, loop=loop))
+    asyncio.run(pipeline.messenger_interface.run_in_foreground(pipeline, loop))
     # asyncio.run(pipeline.messenger_interface.connect(pipeline._run_pipeline, loop=loop))
 
 
@@ -61,13 +61,13 @@ def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
         "echo_flow": {
             "start_node": {
                 RESPONSE: repeat_message_back,
-                TRANSITIONS: {"start_node": True},
+                TRANSITIONS: {"start_node": cnd.true()},
             },
         }
     }
 
     # (respond=request)
-    pipeline = Pipeline.from_script(
+    new_pipeline = Pipeline.from_script(
         ECHO_SCRIPT,
         start_label=("echo_flow", "start_node"),
         fallback_label=("echo_flow", "start_node"),

From 9889199a65cbe5839b90fc300dc52e63da4612ba Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Mon, 27 May 2024 15:47:42 +0500
Subject: [PATCH 18/50] telegram bot works, but graceful termination apparently
 does not

---
 dff/messengers/common/interface.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index e7e6906e7..19b5b33ab 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -32,6 +32,7 @@ def __init__(self):
         self.task = None
         self.running_in_foreground = False
 
+
     @abc.abstractmethod
     async def connect(self, *args):
         """
@@ -61,11 +62,9 @@ class PollingMessengerInterface(MessengerInterface):
     """
     Polling message interface runs in a loop, constantly asking users for a new input.
     """
-    # Saved Pipeline() as a variable here. But it was said that it's going to be somewhere else due to MultipleInterfaces PR or Triggers PR (don't remember). That needs to be considered later, possibly using the connect() method or in some other way.
     # self.running seems very similar to self.running_in_foreground. Are they the same thing or not? Maybe not, because connect() can still be called by anyone without running in foreground, though very unlikely - most will use pipeline.run() calling run_in_foreground().
     def __init__(self):
         self.request_queue = asyncio.Queue()
-        self.pipeline = None
         self.running = True
         super().__init__()
 

From e956cc36d81e2b620330aea0261c5ad1d65005e8 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Sun, 16 Jun 2024 05:51:33 +0500
Subject: [PATCH 19/50] Trying the echo test

---
 dff/messengers/common/interface.py         |  3 +--
 dff/pipeline/pipeline/pipeline.py          |  2 +-
 tests/pipeline/test_messenger_interface.py | 22 +++++++++++++++++-----
 3 files changed, 19 insertions(+), 8 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 19b5b33ab..d0cfc4f12 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -47,13 +47,12 @@ async def connect(self, *args):
     async def run_in_foreground(self, pipeline: Pipeline, *args):
         self.running_in_foreground = True
         self.pipeline = pipeline
-        print(True)
         self.task = asyncio.create_task(self.connect(*args))
-        print(self.task)
         await self.task
         # Allowing other interfaces (and all async tasks) to work too
 
     async def shutdown(self):
+        logger.info(f"messenger_interface.shutdown() called - shutting down interface")
         await self.task.cancel()
         logger.info(f"{type(self).__name__} has stopped working - SIGINT received")
 
diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index be7951f81..7e84eb0ad 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -387,7 +387,7 @@ def run(self):
         event_loop.add_signal_handler(signal.SIGINT, self._sigint_handler)
         # If the user changes signal handling within _polling_loop(), this will break
 
-        asyncio.run(self.messenger_interface.run_in_foreground(self, self._run_pipeline))
+        asyncio.run(self.messenger_interface.run_in_foreground(self))
         logger.info(f"pipeline finished working")
 
     def __call__(
diff --git a/tests/pipeline/test_messenger_interface.py b/tests/pipeline/test_messenger_interface.py
index d2fb37da3..8c16a3511 100644
--- a/tests/pipeline/test_messenger_interface.py
+++ b/tests/pipeline/test_messenger_interface.py
@@ -65,21 +65,33 @@ def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
             },
         }
     }
-
     # (respond=request)
+
+    obtained_updates = False
+    received_updates = []
+    def not_obtained_updates():
+        return not obtained_updates
+    class TestCLIInterface(CLIMessengerInterface):
+        def _get_updates(self):
+            if not_obtained_updates:
+                return [ctx_id, request]
+        def _respond(self, ctx_id, response):
+            received_updates.append([ctx_id, response])
+
     new_pipeline = Pipeline.from_script(
         ECHO_SCRIPT,
         start_label=("echo_flow", "start_node"),
         fallback_label=("echo_flow", "start_node"),
+        messenger_interface=TestCLIInterface()
     )
-    
-    obtained_updates = False
-    received_updates = []
+    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, not_obtained_updates))
+    print(not_obtained_updates())
+    assert not_obtained_updates() == False
     """
     get_updates -> if not obtained_updates: [ctx_id, request]
     respond -> received_updates.append(ctx_id, response)
     
-    messenger_iface.connect(loop=not obtained_updates)
+    new_pipeline.messenger_interface.connect(loop=not_obtained_updates)
     
     assert received_updates == expected
     """

From e2384328b5d11ba49282054e895d54194873f1d3 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Sun, 16 Jun 2024 05:53:34 +0500
Subject: [PATCH 20/50] Trying the echo test

---
 dff/pipeline/pipeline/pipeline.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index 7e84eb0ad..be7951f81 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -387,7 +387,7 @@ def run(self):
         event_loop.add_signal_handler(signal.SIGINT, self._sigint_handler)
         # If the user changes signal handling within _polling_loop(), this will break
 
-        asyncio.run(self.messenger_interface.run_in_foreground(self))
+        asyncio.run(self.messenger_interface.run_in_foreground(self, self._run_pipeline))
         logger.info(f"pipeline finished working")
 
     def __call__(

From 1f88e47660a27748fd1c6aad0b51dff0aadf5188 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Sun, 16 Jun 2024 06:11:39 +0500
Subject: [PATCH 21/50] Trying the echo test

---
 tests/pipeline/test_messenger_interface.py | 14 +++++++++++---
 1 file changed, 11 insertions(+), 3 deletions(-)

diff --git a/tests/pipeline/test_messenger_interface.py b/tests/pipeline/test_messenger_interface.py
index 8c16a3511..87457187a 100644
--- a/tests/pipeline/test_messenger_interface.py
+++ b/tests/pipeline/test_messenger_interface.py
@@ -67,14 +67,20 @@ def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
     }
     # (respond=request)
 
+    requests = ["some request", "another request", "gkjln;s!", "foobarraboof"]
+    request_num = -1
     obtained_updates = False
     received_updates = []
+
     def not_obtained_updates():
         return not obtained_updates
     class TestCLIInterface(CLIMessengerInterface):
         def _get_updates(self):
-            if not_obtained_updates:
-                return [ctx_id, request]
+            if len(received_updates) >= 4:
+                obtained_updates = True
+            if not_obtained_updates and request_num < 3:
+                request_num += 1
+                return [self._ctx_id, requests[request_num]]
         def _respond(self, ctx_id, response):
             received_updates.append([ctx_id, response])
 
@@ -84,8 +90,10 @@ def _respond(self, ctx_id, response):
         fallback_label=("echo_flow", "start_node"),
         messenger_interface=TestCLIInterface()
     )
-    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, not_obtained_updates))
+    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=not_obtained_updates, timeout=3))
     print(not_obtained_updates())
+    for i in range(4):
+        assert requests[i] == received_updates[i]
     assert not_obtained_updates() == False
     """
     get_updates -> if not obtained_updates: [ctx_id, request]

From 97cec275236ec3ef94e5dd4127b78ca95a92d4ee Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Sun, 16 Jun 2024 09:05:05 +0500
Subject: [PATCH 22/50] echo test draft (doesn't launch)

---
 dff/messengers/common/interface.py         | 22 +++++++--
 tests/pipeline/test_messenger_interface.py | 56 ++++++++++++++--------
 2 files changed, 54 insertions(+), 24 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index d0cfc4f12..b42f78846 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -44,10 +44,24 @@ async def connect(self, *args):
         """
         raise NotImplementedError
 
-    async def run_in_foreground(self, pipeline: Pipeline, *args):
+    async def run_in_foreground(
+        self, 
+        pipeline: Pipeline,
+        loop: PollingInterfaceLoopFunction = lambda: True,
+        timeout: float = 0,
+        *args
+    ):
         self.running_in_foreground = True
         self.pipeline = pipeline
-        self.task = asyncio.create_task(self.connect(*args))
+        print(self)
+        print("pipeline = ", pipeline)
+        print("args = ", *args)
+        if isinstance(self.pipeline.messenger_interface, PollingMessengerInterface):
+            self.task = asyncio.create_task(self.connect(loop=loop, timeout=timeout, *args))
+        elif isinstance(self.pipeline.messenger_interface, CallbackMessengerInterface):
+            self.task = asyncio.create_task(self.connect(self.pipeline._run_pipeline, *args))
+        else:
+            self.task = asyncio.create_task(self.connect(self.pipeline._run_pipeline, *args))
         await self.task
         # Allowing other interfaces (and all async tasks) to work too
 
@@ -202,7 +216,7 @@ def _get_updates(self) -> List[Tuple[Any, Message]]:
     def _respond(self, ctx_id, last_response: Message):
         print(f"{self._prompt_response}{last_response.text()}", file=self._descriptor)
 
-    async def connect(self, pipeline_runner: PipelineRunnerFunction, **kwargs):
+    async def connect(self, *args, **kwargs):
         """
         The CLIProvider generates new dialog id used to user identification on each `connect` call.
 
@@ -213,4 +227,4 @@ async def connect(self, pipeline_runner: PipelineRunnerFunction, **kwargs):
         self._ctx_id = uuid.uuid4()
         if self._intro is not None:
             print(self._intro)
-        await super().connect(pipeline_runner, **kwargs)
+        await super().connect(*args, **kwargs)
diff --git a/tests/pipeline/test_messenger_interface.py b/tests/pipeline/test_messenger_interface.py
index 87457187a..966e2f96f 100644
--- a/tests/pipeline/test_messenger_interface.py
+++ b/tests/pipeline/test_messenger_interface.py
@@ -1,9 +1,10 @@
 import asyncio
 import sys
 import pathlib
+import uuid
 
 from dff.script import RESPONSE, TRANSITIONS, Message, Context
-from dff.messengers.common import CLIMessengerInterface, CallbackMessengerInterface
+from dff.messengers.common import CLIMessengerInterface, CallbackMessengerInterface, PollingMessengerInterface
 from dff.pipeline import Pipeline
 import dff.script.conditions as cnd
 
@@ -67,22 +68,36 @@ def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
     }
     # (respond=request)
 
-    requests = ["some request", "another request", "gkjln;s!", "foobarraboof"]
-    request_num = -1
-    obtained_updates = False
-    received_updates = []
-
-    def not_obtained_updates():
-        return not obtained_updates
-    class TestCLIInterface(CLIMessengerInterface):
-        def _get_updates(self):
-            if len(received_updates) >= 4:
-                obtained_updates = True
-            if not_obtained_updates and request_num < 3:
-                request_num += 1
-                return [self._ctx_id, requests[request_num]]
+    # make an asyncio queue for requests? so that Nonetype isn't returned
+
+    """
+    requests_queue = asyncio.Queue()
+    for item in requests:
+        requests_queue.put(item)
+    """
+
+    class TestCLIInterface(PollingMessengerInterface):
+        def __init__(self):
+            self.ctx_id = uuid.uuid4()
+            self.requests = ["some request", "another request", "gkjln;s!", "foobarraboof"]
+            self.requests_copy = self.requests.copy()
+            self.received_updates = []
+            self.obtained_updates = False
+            super().__init__()
+
+        def not_obtained_updates(self):
+            if len(self.received_updates) == len(self.requests_copy):
+                self.obtained_updates = True
+            return not self.obtained_updates
+
+        async def _get_updates(self):
+            # request = await requests_queue.get()
+            if len(self.requests) > 0:
+                return [(self.ctx_id, self.requests.pop(0))]
+            else:
+                await asyncio.sleep(0.05)
         def _respond(self, ctx_id, response):
-            received_updates.append([ctx_id, response])
+            self.received_updates.append((ctx_id, response))
 
     new_pipeline = Pipeline.from_script(
         ECHO_SCRIPT,
@@ -90,11 +105,12 @@ def _respond(self, ctx_id, response):
         fallback_label=("echo_flow", "start_node"),
         messenger_interface=TestCLIInterface()
     )
-    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=not_obtained_updates, timeout=3))
-    print(not_obtained_updates())
+    interface = new_pipeline.messenger_interface
+    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_updates, timeout=3))
     for i in range(4):
-        assert requests[i] == received_updates[i]
-    assert not_obtained_updates() == False
+        assert interface.requests_copy[i] == interface.received_updates[i][1]
+    assert interface.obtained_updates() == False
+    assert False
     """
     get_updates -> if not obtained_updates: [ctx_id, request]
     respond -> received_updates.append(ctx_id, response)

From e601ed6d7f8126906f7a7af3235483870c54359c Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 19 Jun 2024 13:00:25 +0500
Subject: [PATCH 23/50] first test works, several bug fixes

---
 dff/messengers/common/interface.py         | 61 ++++++++++++++++------
 dff/pipeline/types.py                      |  4 +-
 tests/pipeline/test_messenger_interface.py | 45 ++++++++++------
 3 files changed, 79 insertions(+), 31 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index b42f78846..025b5e02d 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -95,28 +95,50 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
         """
         Process a new update for ctx.
         """
-        await pipeline._run_pipeline(update, ctx_id)
-        await self._respond(ctx_id, pipeline.last_response)
+        print("processing request")
+        context = await pipeline._run_pipeline(update, ctx_id)
+        print("current Context: ", context, "current ctx_id: ", ctx_id)
+        print("pipeline runner executed")
+        print("last_response=", context.last_response)
+        await self._respond(ctx_id, context.last_response)
+        print("finished responding to user")
 
     async def _worker_job(self):
         """
         Obtain Lock over the current context,
         Process the update and send it.
         """
-        # Is this the best order of the variables? They go in a different order in the pipeline._run_pipeline() arguments. Though this may be more logical.
-        (ctx_id, update) = await self.request_queue.get()
-        
-        async with self.pipeline.context_lock[ctx_id]:  # get exclusive access to this context among interfaces
-            await asyncio.to_thread(  # [optional] execute in a separate thread to avoid blocking
-                self._process_request, ctx_id, update, self.pipeline
-            )
+        # So, I added a break if there're no more jobs. It's accomplished by sending a special 'None' request to the queue (one for each worker), because otherwise _worker_job() will forever be awaiting a queue.get() function, even though self.running = False. I don't see any other obvious solutions. Some code could be moved to the `worker()`, actually, for code style.
+        print("within _worker_job()")
+        request = await self.request_queue.get()
+        print("request: ", request)
+        if request is not None:
+            (ctx_id, update) = request
+            async with self.pipeline.context_lock[ctx_id]:  # get exclusive access to this context among interfaces
+                print("Lock:", self.pipeline.context_lock[ctx_id])
+                # Trying to see if _process_request works at all. Looks like it does it just fine, actually
+                await self._process_request(ctx_id, update, self.pipeline)
+                # Doesn't work in a thread for some reason - it goes into an infinite cycle.
+                """
+                await asyncio.to_thread(  # [optional] execute in a separate thread to avoid blocking
+                    self._process_request, ctx_id, update, self.pipeline
+                )
+                """
+                print("asyncio.to_thread finished supposedly")
+            print("_worker_job() finished")
+            return False
+        else:
+            return True
 
     async def _worker(self):
         while self.running or not self.request_queue.empty():
-            await self._worker_job()
+            print("self.running = ", self.running)
+            no_more_jobs = await self._worker_job()
+            if no_more_jobs:
+                break
 
     @abc.abstractmethod
-    async def _get_updates(self) -> list[tuple[ctx_id, update]]:
+    async def _get_updates(self) -> list[tuple[Any, Message]]:
         """
         Obtain updates from another server
 
@@ -124,9 +146,13 @@ async def _get_updates(self) -> list[tuple[ctx_id, update]]:
             self.bot.request_updates()
         """
 
+    # When _get_updates() returns None, the program would break.
+    # What if there's a list of a single tuple?
     async def _polling_job(self):
-        for update in self._get_updates():
-            await self.request_queue.put(update)
+        received_updates = self._get_updates()
+        if received_updates is not None:
+            for update in received_updates:
+                await self.request_queue.put(update)
 
     async def _polling_loop(
         self,
@@ -135,10 +161,14 @@ async def _polling_loop(
     ):
         try:
             while loop():
+                print("loop() = ", loop())
                 await asyncio.shield(self._polling_job())  # shield from cancellation
                 await asyncio.sleep(timeout)
         finally:
             self.running = False
+            # In case of more workers than two, change the number of 'None' requests to the new number of workers.
+            self.request_queue.put_nowait(None)
+            self.request_queue.put_nowait(None)
 
     async def connect(
         self,
@@ -146,6 +176,7 @@ async def connect(
         timeout: float = 0,
     ):
         await asyncio.gather(self._polling_loop(loop=loop, timeout=timeout), asyncio.shield(self._worker()), asyncio.shield(self._worker()))
+        print("connect() ended!")
 
     def _on_exception(self, e: BaseException):
         """
@@ -213,8 +244,8 @@ def __init__(
     def _get_updates(self) -> List[Tuple[Any, Message]]:
         return [(self._ctx_id, Message(input(self._prompt_request)))]
 
-    def _respond(self, ctx_id, last_response: Message):
-        print(f"{self._prompt_response}{last_response.text()}", file=self._descriptor)
+    async def _respond(self, ctx_id, last_response: Message):
+        print(f"{self._prompt_response}{last_response.text}", file=self._descriptor)
 
     async def connect(self, *args, **kwargs):
         """
diff --git a/dff/pipeline/types.py b/dff/pipeline/types.py
index 2976dd362..d9f05e6a7 100644
--- a/dff/pipeline/types.py
+++ b/dff/pipeline/types.py
@@ -277,7 +277,9 @@ class ExtraHandlerRuntimeInfo(BaseModel):
 
 
 class ContextLock:
-    locks: dict[ctx_id, asyncio.Lock] = {}
+    # locks: dict[ctx_id, asyncio.Lock] = {}
+    def __init__(self):
+        self.locks = {}
 
     def __getitem__(self, key):
         if not key in self.locks:
diff --git a/tests/pipeline/test_messenger_interface.py b/tests/pipeline/test_messenger_interface.py
index 966e2f96f..b4cce5233 100644
--- a/tests/pipeline/test_messenger_interface.py
+++ b/tests/pipeline/test_messenger_interface.py
@@ -3,6 +3,9 @@
 import pathlib
 import uuid
 
+# Must be removed, used only for debug purposes
+import logging
+
 from dff.script import RESPONSE, TRANSITIONS, Message, Context
 from dff.messengers.common import CLIMessengerInterface, CallbackMessengerInterface, PollingMessengerInterface
 from dff.pipeline import Pipeline
@@ -51,13 +54,15 @@ def loop() -> bool:
     loop.runs_left = 5
 
     # Literally what happens in pipeline.run()
-    asyncio.run(pipeline.messenger_interface.run_in_foreground(pipeline, loop))
+    asyncio.run(pipeline.messenger_interface.run_in_foreground(pipeline, loop=loop))
     # asyncio.run(pipeline.messenger_interface.connect(pipeline._run_pipeline, loop=loop))
 
 
 def test_echo_responses():
+    # logger = logging.getLogger(__name__)
+    # logging.basicConfig(level=logging.DEBUG, filename="test_log.log",filemode="w", format="%(asctime)s %(levelname)s %(message)s")
     def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
-        return Message(ctx.last_request)
+        return ctx.last_request
     ECHO_SCRIPT = {
         "echo_flow": {
             "start_node": {
@@ -68,8 +73,6 @@ def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
     }
     # (respond=request)
 
-    # make an asyncio queue for requests? so that Nonetype isn't returned
-
     """
     requests_queue = asyncio.Queue()
     for item in requests:
@@ -82,7 +85,9 @@ def __init__(self):
             self.requests = ["some request", "another request", "gkjln;s!", "foobarraboof"]
             self.requests_copy = self.requests.copy()
             self.received_updates = []
+            # self.received_updates = self.requests.copy()
             self.obtained_updates = False
+            self.count = 0
             super().__init__()
 
         def not_obtained_updates(self):
@@ -90,14 +95,18 @@ def not_obtained_updates(self):
                 self.obtained_updates = True
             return not self.obtained_updates
 
-        async def _get_updates(self):
-            # request = await requests_queue.get()
+        def _get_updates(self):
+            print("_get_updates() called! ctx_id=", self.ctx_id)
+            print("requests=", self.requests, ", received_updates=", self.received_updates)
+            print("request_queue=", self.request_queue)
             if len(self.requests) > 0:
-                return [(self.ctx_id, self.requests.pop(0))]
+                return [(self.ctx_id, Message(text=str(self.requests.pop(0))))]
             else:
-                await asyncio.sleep(0.05)
-        def _respond(self, ctx_id, response):
-            self.received_updates.append((ctx_id, response))
+                pass
+        async def _respond(self, ctx_id, last_response):
+            print("response received!")
+            self.received_updates.append(str(last_response.text))
+            print("requests=", self.requests, ", received_updates=", self.received_updates, ", response=", last_response)
 
     new_pipeline = Pipeline.from_script(
         ECHO_SCRIPT,
@@ -106,12 +115,19 @@ def _respond(self, ctx_id, response):
         messenger_interface=TestCLIInterface()
     )
     interface = new_pipeline.messenger_interface
-    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_updates, timeout=3))
-    for i in range(4):
-        assert interface.requests_copy[i] == interface.received_updates[i][1]
-    assert interface.obtained_updates() == False
+    """
+    interface.obtained_updates = False
+    print("before: ", interface.not_obtained_updates())
+    interface.obtained_updates = True
+    print("after: ", interface.not_obtained_updates())
     assert False
     """
+    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_updates))
+    print("run_in_foreground passed!")
+    for i in range(4):
+        assert interface.requests_copy[i] == interface.received_updates[i]
+    assert interface.not_obtained_updates() == False
+    """
     get_updates -> if not obtained_updates: [ctx_id, request]
     respond -> received_updates.append(ctx_id, response)
     
@@ -119,7 +135,6 @@ def _respond(self, ctx_id, response):
     
     assert received_updates == expected
     """
-    assert True
 
 
 def test_callback_messenger_interface(monkeypatch):

From 7d8c68c689697b7455605ceff4f78b873123f0e9 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 19 Jun 2024 15:42:25 +0500
Subject: [PATCH 24/50] ContextLock() test added

---
 tests/pipeline/test_messenger_interface.py | 69 +++++++++++++++++++++-
 1 file changed, 66 insertions(+), 3 deletions(-)

diff --git a/tests/pipeline/test_messenger_interface.py b/tests/pipeline/test_messenger_interface.py
index b4cce5233..94b522e7e 100644
--- a/tests/pipeline/test_messenger_interface.py
+++ b/tests/pipeline/test_messenger_interface.py
@@ -83,7 +83,7 @@ class TestCLIInterface(PollingMessengerInterface):
         def __init__(self):
             self.ctx_id = uuid.uuid4()
             self.requests = ["some request", "another request", "gkjln;s!", "foobarraboof"]
-            self.requests_copy = self.requests.copy()
+            self.expected_updates = self.requests.copy()
             self.received_updates = []
             # self.received_updates = self.requests.copy()
             self.obtained_updates = False
@@ -91,7 +91,7 @@ def __init__(self):
             super().__init__()
 
         def not_obtained_updates(self):
-            if len(self.received_updates) == len(self.requests_copy):
+            if len(self.received_updates) == len(self.expected_updates):
                 self.obtained_updates = True
             return not self.obtained_updates
 
@@ -125,7 +125,7 @@ async def _respond(self, ctx_id, last_response):
     asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_updates))
     print("run_in_foreground passed!")
     for i in range(4):
-        assert interface.requests_copy[i] == interface.received_updates[i]
+        assert interface.expected_updates[i] == interface.received_updates[i]
     assert interface.not_obtained_updates() == False
     """
     get_updates -> if not obtained_updates: [ctx_id, request]
@@ -137,6 +137,69 @@ async def _respond(self, ctx_id, last_response):
     """
 
 
+def test_context_lock():
+    def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
+        return ctx.last_request
+    ECHO_SCRIPT = {
+        "echo_flow": {
+            "start_node": {
+                RESPONSE: repeat_message_back,
+                TRANSITIONS: {"start_node": cnd.true()},
+            },
+        }
+    }
+    # (respond=request)
+
+    """
+    requests_queue = asyncio.Queue()
+    for item in requests:
+        requests_queue.put(item)
+    """
+
+    class TestCLIInterface(PollingMessengerInterface):
+        def __init__(self):
+            self.obtained_updates = False
+            self.requests = [(0, "id: 1"), (0, "id: 2"), (1, "id: 3")]
+            self.expected_updates = [(0, "id: 1"), (1, "id: 3"), (0, "id: 2")]
+            self.received_updates = []
+            super().__init__()
+
+        def not_obtained_updates(self):
+            if len(self.received_updates) == len(self.expected_updates):
+                self.obtained_updates = True
+            return not self.obtained_updates
+
+        def _get_updates(self):
+            if len(self.requests) > 0:
+                request = self.requests.pop(0)
+                return [(request[0], Message(str(request[1])))]
+        
+        async def _respond(self, ctx_id, last_response):
+            print("response received!")
+            self.received_updates.append(str(last_response.text))
+            print("requests=", self.requests, ", received_updates=", self.received_updates, ", response=", last_response)
+            
+    async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
+        # First worker hands over control to (0, id: 2) first, which immediately gives it back because of the ContextLock(). Then, id: 3 gets completed immediately, due to there not being any more 'await' statements there. What's important here is that worker for the "id: 2" couldn't start working on it's task immediately, because of ContextLock(), proving it's function.
+        context = await pipeline._run_pipeline(update, ctx_id)
+        if context.last_response.text == "id: 1":
+            await asyncio.sleep(0)
+        await self._respond(ctx_id, context.last_response)
+
+
+    new_pipeline = Pipeline.from_script(
+        ECHO_SCRIPT,
+        start_label=("echo_flow", "start_node"),
+        fallback_label=("echo_flow", "start_node"),
+        messenger_interface=TestCLIInterface()
+    )
+    interface = new_pipeline.messenger_interface
+    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_updates))
+    for i in range(3):
+        assert interface.expected_updates[i][1] == interface.received_updates[i]
+    assert interface.not_obtained_updates() == False
+
+
 def test_callback_messenger_interface(monkeypatch):
     interface = CallbackMessengerInterface()
     pipeline.messenger_interface = interface

From 8ebf6ecbe0280ed80a3612d705260e84d8fc2ef5 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 19 Jun 2024 15:56:31 +0500
Subject: [PATCH 25/50] comments changed

---
 tests/pipeline/test_messenger_interface.py | 12 ++----------
 1 file changed, 2 insertions(+), 10 deletions(-)

diff --git a/tests/pipeline/test_messenger_interface.py b/tests/pipeline/test_messenger_interface.py
index 94b522e7e..c379d35a0 100644
--- a/tests/pipeline/test_messenger_interface.py
+++ b/tests/pipeline/test_messenger_interface.py
@@ -150,12 +150,6 @@ def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
     }
     # (respond=request)
 
-    """
-    requests_queue = asyncio.Queue()
-    for item in requests:
-        requests_queue.put(item)
-    """
-
     class TestCLIInterface(PollingMessengerInterface):
         def __init__(self):
             self.obtained_updates = False
@@ -175,18 +169,16 @@ def _get_updates(self):
                 return [(request[0], Message(str(request[1])))]
         
         async def _respond(self, ctx_id, last_response):
-            print("response received!")
             self.received_updates.append(str(last_response.text))
-            print("requests=", self.requests, ", received_updates=", self.received_updates, ", response=", last_response)
             
+        # First worker is ordered to hand over control to (0, id: 2), which immediately gives it back because of the ContextLock(). Then, id: 3 gets completed right away, due to there not being any more 'await' statements there. 
+        # What's important here is that the worker for the "id: 2" couldn't start working on it's task immediately, because of ContextLock(), proving it's function. Even though it was given control with an 'await' just below.
     async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
-        # First worker hands over control to (0, id: 2) first, which immediately gives it back because of the ContextLock(). Then, id: 3 gets completed immediately, due to there not being any more 'await' statements there. What's important here is that worker for the "id: 2" couldn't start working on it's task immediately, because of ContextLock(), proving it's function.
         context = await pipeline._run_pipeline(update, ctx_id)
         if context.last_response.text == "id: 1":
             await asyncio.sleep(0)
         await self._respond(ctx_id, context.last_response)
 
-
     new_pipeline = Pipeline.from_script(
         ECHO_SCRIPT,
         start_label=("echo_flow", "start_node"),

From e366a61c0b072e129ab80dcc1cbd2e31aea54cea Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 19 Jun 2024 16:08:05 +0500
Subject: [PATCH 26/50] debug output removed

---
 dff/messengers/common/interface.py | 20 +++-----------------
 1 file changed, 3 insertions(+), 17 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 025b5e02d..fa0ef05fd 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -53,9 +53,7 @@ async def run_in_foreground(
     ):
         self.running_in_foreground = True
         self.pipeline = pipeline
-        print(self)
-        print("pipeline = ", pipeline)
-        print("args = ", *args)
+        # TO-DO: Clean this up and/or think this through
         if isinstance(self.pipeline.messenger_interface, PollingMessengerInterface):
             self.task = asyncio.create_task(self.connect(loop=loop, timeout=timeout, *args))
         elif isinstance(self.pipeline.messenger_interface, CallbackMessengerInterface):
@@ -95,13 +93,8 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
         """
         Process a new update for ctx.
         """
-        print("processing request")
         context = await pipeline._run_pipeline(update, ctx_id)
-        print("current Context: ", context, "current ctx_id: ", ctx_id)
-        print("pipeline runner executed")
-        print("last_response=", context.last_response)
         await self._respond(ctx_id, context.last_response)
-        print("finished responding to user")
 
     async def _worker_job(self):
         """
@@ -109,13 +102,10 @@ async def _worker_job(self):
         Process the update and send it.
         """
         # So, I added a break if there're no more jobs. It's accomplished by sending a special 'None' request to the queue (one for each worker), because otherwise _worker_job() will forever be awaiting a queue.get() function, even though self.running = False. I don't see any other obvious solutions. Some code could be moved to the `worker()`, actually, for code style.
-        print("within _worker_job()")
         request = await self.request_queue.get()
-        print("request: ", request)
         if request is not None:
             (ctx_id, update) = request
             async with self.pipeline.context_lock[ctx_id]:  # get exclusive access to this context among interfaces
-                print("Lock:", self.pipeline.context_lock[ctx_id])
                 # Trying to see if _process_request works at all. Looks like it does it just fine, actually
                 await self._process_request(ctx_id, update, self.pipeline)
                 # Doesn't work in a thread for some reason - it goes into an infinite cycle.
@@ -124,15 +114,12 @@ async def _worker_job(self):
                     self._process_request, ctx_id, update, self.pipeline
                 )
                 """
-                print("asyncio.to_thread finished supposedly")
-            print("_worker_job() finished")
             return False
         else:
             return True
 
     async def _worker(self):
         while self.running or not self.request_queue.empty():
-            print("self.running = ", self.running)
             no_more_jobs = await self._worker_job()
             if no_more_jobs:
                 break
@@ -161,14 +148,13 @@ async def _polling_loop(
     ):
         try:
             while loop():
-                print("loop() = ", loop())
                 await asyncio.shield(self._polling_job())  # shield from cancellation
                 await asyncio.sleep(timeout)
         finally:
             self.running = False
             # In case of more workers than two, change the number of 'None' requests to the new number of workers.
-            self.request_queue.put_nowait(None)
-            self.request_queue.put_nowait(None)
+            for i in range(2):
+                self.request_queue.put_nowait(None)
 
     async def connect(
         self,

From 09fe10f161fc70ec70852f449e1c501380700b81 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 19 Jun 2024 16:09:06 +0500
Subject: [PATCH 27/50] confusing comment removed

---
 dff/messengers/common/interface.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index fa0ef05fd..846cb540d 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -134,7 +134,6 @@ async def _get_updates(self) -> list[tuple[Any, Message]]:
         """
 
     # When _get_updates() returns None, the program would break.
-    # What if there's a list of a single tuple?
     async def _polling_job(self):
         received_updates = self._get_updates()
         if received_updates is not None:

From 0cecb8087863ab99cb9e85582b0c283d126bbe8c Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 19 Jun 2024 16:14:10 +0500
Subject: [PATCH 28/50] comment changes

---
 dff/messengers/common/interface.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 846cb540d..b5bedf84e 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -53,7 +53,7 @@ async def run_in_foreground(
     ):
         self.running_in_foreground = True
         self.pipeline = pipeline
-        # TO-DO: Clean this up and/or think this through
+        # TO-DO: Clean this up and/or think this through (connect() methods are different for various MessengerInterface() classes)
         if isinstance(self.pipeline.messenger_interface, PollingMessengerInterface):
             self.task = asyncio.create_task(self.connect(loop=loop, timeout=timeout, *args))
         elif isinstance(self.pipeline.messenger_interface, CallbackMessengerInterface):

From 1c241318d51cde34579bf46261c5a66afed1e5aa Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Thu, 20 Jun 2024 12:39:45 +0500
Subject: [PATCH 29/50] new tests moved to a separate file

---
 dff/messengers/common/interface.py            |  15 +-
 .../common/test_messenger_interface.py        | 109 ++++++++++++++
 tests/pipeline/test_messenger_interface.py    | 137 +-----------------
 3 files changed, 117 insertions(+), 144 deletions(-)
 create mode 100644 tests/messengers/common/test_messenger_interface.py

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index b5bedf84e..357e8a720 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -32,7 +32,6 @@ def __init__(self):
         self.task = None
         self.running_in_foreground = False
 
-
     @abc.abstractmethod
     async def connect(self, *args):
         """
@@ -45,11 +44,7 @@ async def connect(self, *args):
         raise NotImplementedError
 
     async def run_in_foreground(
-        self, 
-        pipeline: Pipeline,
-        loop: PollingInterfaceLoopFunction = lambda: True,
-        timeout: float = 0,
-        *args
+        self, pipeline: Pipeline, loop: PollingInterfaceLoopFunction = lambda: True, timeout: float = 0, *args
     ):
         self.running_in_foreground = True
         self.pipeline = pipeline
@@ -73,6 +68,7 @@ class PollingMessengerInterface(MessengerInterface):
     """
     Polling message interface runs in a loop, constantly asking users for a new input.
     """
+
     # self.running seems very similar to self.running_in_foreground. Are they the same thing or not? Maybe not, because connect() can still be called by anyone without running in foreground, though very unlikely - most will use pipeline.run() calling run_in_foreground().
     def __init__(self):
         self.request_queue = asyncio.Queue()
@@ -160,8 +156,11 @@ async def connect(
         loop: PollingInterfaceLoopFunction = lambda: True,
         timeout: float = 0,
     ):
-        await asyncio.gather(self._polling_loop(loop=loop, timeout=timeout), asyncio.shield(self._worker()), asyncio.shield(self._worker()))
-        print("connect() ended!")
+        await asyncio.gather(
+            self._polling_loop(loop=loop, timeout=timeout),
+            asyncio.shield(self._worker()),
+            asyncio.shield(self._worker()),
+        )
 
     def _on_exception(self, e: BaseException):
         """
diff --git a/tests/messengers/common/test_messenger_interface.py b/tests/messengers/common/test_messenger_interface.py
new file mode 100644
index 000000000..c44b5d91e
--- /dev/null
+++ b/tests/messengers/common/test_messenger_interface.py
@@ -0,0 +1,109 @@
+import asyncio
+import sys
+import pathlib
+import uuid
+
+# Must be removed, used only for debug purposes
+import logging
+
+from dff.script import RESPONSE, TRANSITIONS, Message, Context
+from dff.messengers.common import CLIMessengerInterface, CallbackMessengerInterface, PollingMessengerInterface
+from dff.pipeline import Pipeline
+import dff.script.conditions as cnd
+
+
+def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
+    return ctx.last_request
+
+
+ECHO_SCRIPT = {
+    "echo_flow": {
+        "start_node": {
+            RESPONSE: repeat_message_back,
+            TRANSITIONS: {"start_node": cnd.true()},
+        },
+    }
+}
+
+
+class BaseTestPollingInterface(PollingMessengerInterface):
+    def __init__(self):
+        self.obtained_updates = False
+        self.requests = []
+        self.expected_updates = []
+        self.received_updates = []
+        super().__init__()
+
+    def not_obtained_updates(self):
+        if len(self.received_updates) == len(self.expected_updates):
+            self.obtained_updates = True
+        return not self.obtained_updates
+
+    def _get_updates(self):
+        if len(self.requests) > 0:
+            request = self.requests.pop(0)
+            return [(request[0], Message(str(request[1])))]
+
+    async def _respond(self, ctx_id, last_response):
+        self.received_updates.append(str(last_response.text))
+
+
+def test_echo_responses():
+    # logger = logging.getLogger(__name__)
+    # logging.basicConfig(level=logging.DEBUG, filename="test_log.log",filemode="w", format="%(asctime)s %(levelname)s %(message)s")
+    class TestPollingInterface(BaseTestPollingInterface):
+        def __init__(self):
+            super().__init__()
+            self.ctx_id = uuid.uuid4()
+            self.requests = ["some request", "another request", "gkjln;s!", "foobarraboof"]
+            self.expected_updates = self.requests.copy()
+            self.received_updates = []
+            self.obtained_updates = False
+
+        def _get_updates(self):
+            if len(self.requests) > 0:
+                request = self.requests.pop(0)
+                return [(self.ctx_id, Message(text=str(request)))]
+
+    new_pipeline = Pipeline.from_script(
+        ECHO_SCRIPT,
+        start_label=("echo_flow", "start_node"),
+        fallback_label=("echo_flow", "start_node"),
+        messenger_interface=TestPollingInterface(),
+    )
+    interface = new_pipeline.messenger_interface
+    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_updates))
+
+    for i in range(4):
+        assert interface.expected_updates[i] == interface.received_updates[i]
+    assert interface.not_obtained_updates() == False
+
+
+def test_context_lock():
+    class TestPollingInterface(BaseTestPollingInterface):
+        def __init__(self):
+            super().__init__()
+            self.obtained_updates = False
+            self.requests = [(0, "id: 1"), (0, "id: 2"), (1, "id: 3")]
+            self.expected_updates = [(0, "id: 1"), (1, "id: 3"), (0, "id: 2")]
+            self.received_updates = []
+
+        # First worker is ordered to hand over control to (0, id: 2), which immediately gives it back because of the ContextLock(). Then, id: 3 gets completed right away, due to there not being any more 'await' statements there.
+        # What's important here is that the worker for the "id: 2" couldn't start working on it's task immediately, because of ContextLock(), proving it's function. Even though it was given control with an 'await' just below.
+        async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
+            context = await pipeline._run_pipeline(update, ctx_id)
+            if context.last_response.text == "id: 1":
+                await asyncio.sleep(0)
+            await self._respond(ctx_id, context.last_response)
+
+    new_pipeline = Pipeline.from_script(
+        ECHO_SCRIPT,
+        start_label=("echo_flow", "start_node"),
+        fallback_label=("echo_flow", "start_node"),
+        messenger_interface=TestPollingInterface(),
+    )
+    interface = new_pipeline.messenger_interface
+    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_updates))
+    for i in range(3):
+        assert interface.expected_updates[i][1] == interface.received_updates[i]
+    assert interface.not_obtained_updates() == False
diff --git a/tests/pipeline/test_messenger_interface.py b/tests/pipeline/test_messenger_interface.py
index c379d35a0..53cc89227 100644
--- a/tests/pipeline/test_messenger_interface.py
+++ b/tests/pipeline/test_messenger_interface.py
@@ -7,7 +7,7 @@
 import logging
 
 from dff.script import RESPONSE, TRANSITIONS, Message, Context
-from dff.messengers.common import CLIMessengerInterface, CallbackMessengerInterface, PollingMessengerInterface
+from dff.messengers.common import CLIMessengerInterface, CallbackMessengerInterface
 from dff.pipeline import Pipeline
 import dff.script.conditions as cnd
 
@@ -55,141 +55,6 @@ def loop() -> bool:
 
     # Literally what happens in pipeline.run()
     asyncio.run(pipeline.messenger_interface.run_in_foreground(pipeline, loop=loop))
-    # asyncio.run(pipeline.messenger_interface.connect(pipeline._run_pipeline, loop=loop))
-
-
-def test_echo_responses():
-    # logger = logging.getLogger(__name__)
-    # logging.basicConfig(level=logging.DEBUG, filename="test_log.log",filemode="w", format="%(asctime)s %(levelname)s %(message)s")
-    def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
-        return ctx.last_request
-    ECHO_SCRIPT = {
-        "echo_flow": {
-            "start_node": {
-                RESPONSE: repeat_message_back,
-                TRANSITIONS: {"start_node": cnd.true()},
-            },
-        }
-    }
-    # (respond=request)
-
-    """
-    requests_queue = asyncio.Queue()
-    for item in requests:
-        requests_queue.put(item)
-    """
-
-    class TestCLIInterface(PollingMessengerInterface):
-        def __init__(self):
-            self.ctx_id = uuid.uuid4()
-            self.requests = ["some request", "another request", "gkjln;s!", "foobarraboof"]
-            self.expected_updates = self.requests.copy()
-            self.received_updates = []
-            # self.received_updates = self.requests.copy()
-            self.obtained_updates = False
-            self.count = 0
-            super().__init__()
-
-        def not_obtained_updates(self):
-            if len(self.received_updates) == len(self.expected_updates):
-                self.obtained_updates = True
-            return not self.obtained_updates
-
-        def _get_updates(self):
-            print("_get_updates() called! ctx_id=", self.ctx_id)
-            print("requests=", self.requests, ", received_updates=", self.received_updates)
-            print("request_queue=", self.request_queue)
-            if len(self.requests) > 0:
-                return [(self.ctx_id, Message(text=str(self.requests.pop(0))))]
-            else:
-                pass
-        async def _respond(self, ctx_id, last_response):
-            print("response received!")
-            self.received_updates.append(str(last_response.text))
-            print("requests=", self.requests, ", received_updates=", self.received_updates, ", response=", last_response)
-
-    new_pipeline = Pipeline.from_script(
-        ECHO_SCRIPT,
-        start_label=("echo_flow", "start_node"),
-        fallback_label=("echo_flow", "start_node"),
-        messenger_interface=TestCLIInterface()
-    )
-    interface = new_pipeline.messenger_interface
-    """
-    interface.obtained_updates = False
-    print("before: ", interface.not_obtained_updates())
-    interface.obtained_updates = True
-    print("after: ", interface.not_obtained_updates())
-    assert False
-    """
-    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_updates))
-    print("run_in_foreground passed!")
-    for i in range(4):
-        assert interface.expected_updates[i] == interface.received_updates[i]
-    assert interface.not_obtained_updates() == False
-    """
-    get_updates -> if not obtained_updates: [ctx_id, request]
-    respond -> received_updates.append(ctx_id, response)
-    
-    new_pipeline.messenger_interface.connect(loop=not_obtained_updates)
-    
-    assert received_updates == expected
-    """
-
-
-def test_context_lock():
-    def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
-        return ctx.last_request
-    ECHO_SCRIPT = {
-        "echo_flow": {
-            "start_node": {
-                RESPONSE: repeat_message_back,
-                TRANSITIONS: {"start_node": cnd.true()},
-            },
-        }
-    }
-    # (respond=request)
-
-    class TestCLIInterface(PollingMessengerInterface):
-        def __init__(self):
-            self.obtained_updates = False
-            self.requests = [(0, "id: 1"), (0, "id: 2"), (1, "id: 3")]
-            self.expected_updates = [(0, "id: 1"), (1, "id: 3"), (0, "id: 2")]
-            self.received_updates = []
-            super().__init__()
-
-        def not_obtained_updates(self):
-            if len(self.received_updates) == len(self.expected_updates):
-                self.obtained_updates = True
-            return not self.obtained_updates
-
-        def _get_updates(self):
-            if len(self.requests) > 0:
-                request = self.requests.pop(0)
-                return [(request[0], Message(str(request[1])))]
-        
-        async def _respond(self, ctx_id, last_response):
-            self.received_updates.append(str(last_response.text))
-            
-        # First worker is ordered to hand over control to (0, id: 2), which immediately gives it back because of the ContextLock(). Then, id: 3 gets completed right away, due to there not being any more 'await' statements there. 
-        # What's important here is that the worker for the "id: 2" couldn't start working on it's task immediately, because of ContextLock(), proving it's function. Even though it was given control with an 'await' just below.
-    async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
-        context = await pipeline._run_pipeline(update, ctx_id)
-        if context.last_response.text == "id: 1":
-            await asyncio.sleep(0)
-        await self._respond(ctx_id, context.last_response)
-
-    new_pipeline = Pipeline.from_script(
-        ECHO_SCRIPT,
-        start_label=("echo_flow", "start_node"),
-        fallback_label=("echo_flow", "start_node"),
-        messenger_interface=TestCLIInterface()
-    )
-    interface = new_pipeline.messenger_interface
-    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_updates))
-    for i in range(3):
-        assert interface.expected_updates[i][1] == interface.received_updates[i]
-    assert interface.not_obtained_updates() == False
 
 
 def test_callback_messenger_interface(monkeypatch):

From b49dac7154fb270b2a672daa9c170647ee8f3395 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Thu, 20 Jun 2024 20:08:01 +0500
Subject: [PATCH 30/50] more tests added

---
 dff/messengers/common/interface.py            |  46 ++++++-
 dff/pipeline/pipeline/pipeline.py             |  19 ++-
 tests/messengers/common/__init__.py           |   0
 .../common/test_messenger_interface.py        | 130 ++++++++++++++++++
 4 files changed, 184 insertions(+), 11 deletions(-)
 create mode 100644 tests/messengers/common/__init__.py

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 357e8a720..da33cfd54 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -10,6 +10,9 @@
 import asyncio
 import logging
 import uuid
+import signal
+import time # Don't forget to remove this
+
 from typing import Optional, Any, List, Tuple, TextIO, Hashable, TYPE_CHECKING
 
 from dff.script import Context, Message
@@ -31,6 +34,7 @@ class MessengerInterface(abc.ABC):
     def __init__(self):
         self.task = None
         self.running_in_foreground = False
+        self.running = True
 
     @abc.abstractmethod
     async def connect(self, *args):
@@ -48,6 +52,7 @@ async def run_in_foreground(
     ):
         self.running_in_foreground = True
         self.pipeline = pipeline
+        signal.signal(signal.SIGINT, pipeline.sigint_handler)
         # TO-DO: Clean this up and/or think this through (connect() methods are different for various MessengerInterface() classes)
         if isinstance(self.pipeline.messenger_interface, PollingMessengerInterface):
             self.task = asyncio.create_task(self.connect(loop=loop, timeout=timeout, *args))
@@ -55,12 +60,32 @@ async def run_in_foreground(
             self.task = asyncio.create_task(self.connect(self.pipeline._run_pipeline, *args))
         else:
             self.task = asyncio.create_task(self.connect(self.pipeline._run_pipeline, *args))
-        await self.task
+        try:
+            await self.task
+        except asyncio.CancelledError:
+            await self.cleanup()
+        # So, apparently, Ctrl+C throws this exception, but it just isn't caught here. Where does it go?
+
+            # Placeholder for any other cleanup code.
         # Allowing other interfaces (and all async tasks) to work too
 
+# This is an optional method, so no need to make it abstract, I think.
+    async def cleanup(self, *args):
+        pass
+
+    # I can make shutdown() work for PollingMessengerInterface, but I don't know the structure of Telegram Messenger Interfaces. Right now, this ends the main task and sets a flag self.running to False, so that any async tasks in loops can see that and turn off as soon as they are done.
     async def shutdown(self):
         logger.info(f"messenger_interface.shutdown() called - shutting down interface")
-        await self.task.cancel()
+        self.running = False
+        print(self.task)
+        # time.sleep(0.1)
+        self.task.cancel()
+        await self.task
+        # raise asyncio.CancelledError
+        """
+        self.task.cancel()
+        await self.task
+        """
         logger.info(f"{type(self).__name__} has stopped working - SIGINT received")
 
 
@@ -72,7 +97,6 @@ class PollingMessengerInterface(MessengerInterface):
     # self.running seems very similar to self.running_in_foreground. Are they the same thing or not? Maybe not, because connect() can still be called by anyone without running in foreground, though very unlikely - most will use pipeline.run() calling run_in_foreground().
     def __init__(self):
         self.request_queue = asyncio.Queue()
-        self.running = True
         super().__init__()
 
     @abc.abstractmethod
@@ -118,6 +142,8 @@ async def _worker(self):
         while self.running or not self.request_queue.empty():
             no_more_jobs = await self._worker_job()
             if no_more_jobs:
+                print("worker stopping")
+                logger.info(f"Worker finished working - stop signal received and remaining requests have been processed.")
                 break
 
     @abc.abstractmethod
@@ -139,14 +165,16 @@ async def _polling_job(self):
     async def _polling_loop(
         self,
         loop: PollingInterfaceLoopFunction = lambda: True,
+        # poll_timeout: float = 0,
         timeout: float = 0,
     ):
         try:
-            while loop():
+            while loop() and self.running:
                 await asyncio.shield(self._polling_job())  # shield from cancellation
                 await asyncio.sleep(timeout)
         finally:
             self.running = False
+            print("loop ending")
             # In case of more workers than two, change the number of 'None' requests to the new number of workers.
             for i in range(2):
                 self.request_queue.put_nowait(None)
@@ -161,6 +189,16 @@ async def connect(
             asyncio.shield(self._worker()),
             asyncio.shield(self._worker()),
         )
+        """
+        try:
+            await asyncio.gather(
+                self._polling_loop(loop=loop, timeout=timeout),
+                asyncio.shield(self._worker()),
+                asyncio.shield(self._worker()),
+            )
+        except asyncio.CancelledError:
+            await self.cleanup()
+        """
 
     def _on_exception(self, e: BaseException):
         """
diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index be7951f81..fb14b7f8a 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -365,12 +365,12 @@ async def _run_pipeline(
 
         return ctx
 
-    def _sigint_handler(self):
+    def sigint_handler(self, signum, frame):
         self.stopped_by_signal = True
+        print("_sigint_handler() called")
         # asyncio.run(asyncio.gather(*[iface.shutdown() for iface in self.messenger_interfaces]))
-        for interface in self.messenger_interface:
-            if interface.running_in_foreground:
-                interface.shutdown()
+        if self.messenger_interface.running_in_foreground:
+            asyncio.run(self.messenger_interface.shutdown())
         # In case someone launched a pipeline with connect() instead of run_in_foreground(), all SIGINTs will be ignored, though the flag self.stopped_by_signal is still changed to True.
         logger.info(f"pipeline received SIGINT - stopping pipeline and all interfaces")
 
@@ -383,9 +383,14 @@ def run(self):
         Message interfaces that run in a loop block current thread.
         """
 
-        event_loop = asyncio.get_event_loop()
-        event_loop.add_signal_handler(signal.SIGINT, self._sigint_handler)
-        # If the user changes signal handling within _polling_loop(), this will break
+        # event_loop = asyncio.get_event_loop()
+        # event_loop.add_signal_handler(signal.SIGINT, self._sigint_handler)
+
+        # This doesn't work for now, because _sigint_handler is just added to the queue of async tasks, waiting for the program, which it shouldn't, in order to shut it down at all.
+        # I'm using a different solution fow now, but the original one has the benefit of utilising the event loop (not ending other asyncio tasks) and "being thread-safe" according to some sources, not sure if that's true or needed, though.
+        # TO-DO: Do graceful termination via the event loop. I'm thinking if the _sigint_handler() task could be added to the start of the asyncio queue and not the end, it would've worked. But I know neither if that'll work nor how to do it.
+
+        # signal.signal(signal.SIGINT, self.sigint_handler)
 
         asyncio.run(self.messenger_interface.run_in_foreground(self, self._run_pipeline))
         logger.info(f"pipeline finished working")
diff --git a/tests/messengers/common/__init__.py b/tests/messengers/common/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/tests/messengers/common/test_messenger_interface.py b/tests/messengers/common/test_messenger_interface.py
index c44b5d91e..683a08d63 100644
--- a/tests/messengers/common/test_messenger_interface.py
+++ b/tests/messengers/common/test_messenger_interface.py
@@ -1,7 +1,10 @@
+import os
+import signal
 import asyncio
 import sys
 import pathlib
 import uuid
+import time
 
 # Must be removed, used only for debug purposes
 import logging
@@ -107,3 +110,130 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
     for i in range(3):
         assert interface.expected_updates[i][1] == interface.received_updates[i]
     assert interface.not_obtained_updates() == False
+
+def test_worker_shielding():
+    class TestPollingInterface(BaseTestPollingInterface):
+        def __init__(self):
+            super().__init__()
+            self.ctx_id = uuid.uuid4()
+            self.requests = ["1sa","nb2","3fdg","g46","2sh2","h31","m56", "72ds"]
+            self.expected_updates = self.requests.copy()
+            self.received_updates = []
+            self.obtained_requests = False
+            self.requests_count = 0
+
+        def not_obtained_requests(self):
+            if self.requests_count == len(self.expected_updates):
+                self.obtained_requests = True
+            return not self.obtained_requests
+
+        def _get_updates(self):
+            if len(self.requests) > 0:
+                self.requests_count += 1
+                request = self.requests.pop(0)
+                return [(self.ctx_id, Message(text=str(request)))]
+
+        async def _polling_loop(
+            self,
+            loop = lambda: True,
+            # poll_timeout: float = 0,
+            timeout: float = 0,
+        ):
+            try:
+                while loop() and self.running:
+                    await asyncio.shield(self._polling_job())  # shield from cancellation
+                    await asyncio.sleep(timeout)
+            finally:
+                self.running = False
+                print(loop(), self.running)
+                for i in range(2):
+                    self.request_queue.put_nowait(None)
+                # This shuts down the interface via the main method. The asyncio.CancelledError won't affect the workers due to shielding. If all the messages still get processed, then the workers are shielded.
+                asyncio.run(self.shutdown())
+
+        async def cleanup(self, *args):
+            await asyncio.sleep(0.1)
+            # This is here, so that workers have a bit of time to complete the remaining requests.
+            # Without this line the test fails, because there's nothing blocking the code further and the assertions execute immediately after.
+
+    new_pipeline = Pipeline.from_script(
+        ECHO_SCRIPT,
+        start_label=("echo_flow", "start_node"),
+        fallback_label=("echo_flow", "start_node"),
+        messenger_interface=TestPollingInterface(),
+    )
+    interface = new_pipeline.messenger_interface
+    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_requests))
+    for i in range(len(interface.expected_updates)):
+        assert interface.expected_updates[i] == interface.received_updates[i]
+    assert interface.not_obtained_updates() == False
+    assert interface.not_obtained_requests() == False
+
+def test_shielding():
+    class TestPollingInterface(BaseTestPollingInterface):
+        def __init__(self):
+            super().__init__()
+            self.ctx_id = uuid.uuid4()
+            self.requests = ["1sa","nb2","3fdg","g46","2sh2","h31","m56", "72ds"]
+            self.expected_updates = self.requests.copy()
+            self.received_updates = []
+            self.obtained_requests = False
+            self.requests_count = 0
+
+        def not_obtained_requests(self):
+            if self.requests_count == len(self.expected_updates):
+                self.obtained_requests = True
+            return not self.obtained_requests
+
+        def _get_updates(self):
+            if len(self.requests) > 0:
+                self.requests_count += 1
+                request = self.requests.pop(0)
+                return [(self.ctx_id, Message(text=str(request)))]
+
+        async def _polling_loop(
+            self,
+            loop = lambda: True,
+            # poll_timeout: float = 0,
+            timeout: float = 0,
+        ):
+            try:
+                while loop() and self.running:
+                    await asyncio.shield(self._polling_job())  # shield from cancellation
+                    await asyncio.sleep(timeout)
+            finally:
+                self.running = False
+                print(loop(), self.running)
+                for i in range(2):
+                    self.request_queue.put_nowait(None)
+                
+                # This shuts down the entire program via graceful termination. If the received messages are correct even after a SIGINT, the program has working graceful termination.
+                # Ok, so it's interesting. When using time.sleep() graceful termination works, but when using an 'await asyncio.sleep()' the test breaks, because the exception from 'shutdown()' isn't caught. I couldn't figure it out, but now I think it's logical. When SIGINT is received by a new signal handler that I made, the program throws an exception into whichever async function it's currently in, could be any of them.
+
+                # asyncio.run(self.shutdown())
+                # raise KeyboardInterrupt
+                # await asyncio.sleep(20)
+                time.sleep(20)
+                os.kill(os.getpid(), signal.SIGINT)
+                await asyncio.sleep(20)
+
+        async def cleanup(self, *args):
+            await asyncio.sleep(0.1)
+            pass
+            # This is here, so that workers have a bit of time to complete the remaining requests.
+            # Without this line the test fails, because there's nothing blocking the code further and the assertions execute immediately after.
+
+    new_pipeline = Pipeline.from_script(
+        ECHO_SCRIPT,
+        start_label=("echo_flow", "start_node"),
+        fallback_label=("echo_flow", "start_node"),
+        messenger_interface=TestPollingInterface(),
+    )
+    interface = new_pipeline.messenger_interface
+    asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_requests))
+    for i in range(len(interface.expected_updates)):
+        assert interface.expected_updates[i] == interface.received_updates[i]
+    assert interface.not_obtained_updates() == False
+    assert interface.not_obtained_requests() == False
+
+

From 876ce8d7a4553a21a22c3daf2a23f6abefd2fc76 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Fri, 21 Jun 2024 19:16:22 +0500
Subject: [PATCH 31/50] poll_timeout added + test changed

---
 dff/messengers/common/interface.py            | 86 +++++++++++++++----
 .../common/test_messenger_interface.py        | 42 +++++----
 2 files changed, 89 insertions(+), 39 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index da33cfd54..6cc23980d 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -12,6 +12,7 @@
 import uuid
 import signal
 import time # Don't forget to remove this
+import contextlib
 
 from typing import Optional, Any, List, Tuple, TextIO, Hashable, TYPE_CHECKING
 
@@ -35,6 +36,8 @@ def __init__(self):
         self.task = None
         self.running_in_foreground = False
         self.running = True
+        self.stopped = False
+        self.shielded = False # This determines whether the interface wants to be shut down with task.cancel() or just switching a flag. Let's say PollingMessengerInterface wants task.cancel()
 
     @abc.abstractmethod
     async def connect(self, *args):
@@ -47,11 +50,16 @@ async def connect(self, *args):
         """
         raise NotImplementedError
 
+# This is an optional method, so no need to make it abstract, I think.
+    async def cleanup(self, *args):
+        pass
+
     async def run_in_foreground(
         self, pipeline: Pipeline, loop: PollingInterfaceLoopFunction = lambda: True, timeout: float = 0, *args
     ):
         self.running_in_foreground = True
         self.pipeline = pipeline
+        self.original_sigint_handler = signal.getsignal(signal.SIGINT)
         signal.signal(signal.SIGINT, pipeline.sigint_handler)
         # TO-DO: Clean this up and/or think this through (connect() methods are different for various MessengerInterface() classes)
         if isinstance(self.pipeline.messenger_interface, PollingMessengerInterface):
@@ -60,27 +68,60 @@ async def run_in_foreground(
             self.task = asyncio.create_task(self.connect(self.pipeline._run_pipeline, *args))
         else:
             self.task = asyncio.create_task(self.connect(self.pipeline._run_pipeline, *args))
+        # await self.task
+        #"""
         try:
             await self.task
         except asyncio.CancelledError:
             await self.cleanup()
-        # So, apparently, Ctrl+C throws this exception, but it just isn't caught here. Where does it go?
-
-            # Placeholder for any other cleanup code.
+        #"""
         # Allowing other interfaces (and all async tasks) to work too
+        """
+        with contextlib.suppress(asyncio.CancelledError):
+            await self.task
+        await asyncio.sleep(0)
+        """
+        self.stopped = True
+       
+        # Placeholder for any cleanup code.
 
-# This is an optional method, so no need to make it abstract, I think.
-    async def cleanup(self, *args):
-        pass
 
     # I can make shutdown() work for PollingMessengerInterface, but I don't know the structure of Telegram Messenger Interfaces. Right now, this ends the main task and sets a flag self.running to False, so that any async tasks in loops can see that and turn off as soon as they are done.
     async def shutdown(self):
         logger.info(f"messenger_interface.shutdown() called - shutting down interface")
         self.running = False
+        try:
+            await self.task
+        except asyncio.CancelledError:
+            # raise asyncio.CancelledError
+            # await asyncio.sleep(0)
+            if not self.stopped:
+                raise asyncio.CancelledError
+
+        """
+        def raise_exception(signum, frame):
+            raise ZeroDivisionError
+        signal.signal(signal.SIGINT, raise_exception)
+        """
+        """
         print(self.task)
-        # time.sleep(0.1)
         self.task.cancel()
-        await self.task
+        # time.sleep(0.1)
+        # await self.task
+        """
+        """
+
+        print("this should've stopped")
+        
+        """
+        """
+        await asyncio.sleep(0)
+        with contextlib.suppress(asyncio.CancelledError):
+            await self.task
+        await self.cleanup()
+        """
+        # raise HelloException
+        
         # raise asyncio.CancelledError
         """
         self.task.cancel()
@@ -97,6 +138,7 @@ class PollingMessengerInterface(MessengerInterface):
     # self.running seems very similar to self.running_in_foreground. Are they the same thing or not? Maybe not, because connect() can still be called by anyone without running in foreground, though very unlikely - most will use pipeline.run() calling run_in_foreground().
     def __init__(self):
         self.request_queue = asyncio.Queue()
+        self.shielded = True # Would like task.cancel()
         super().__init__()
 
     @abc.abstractmethod
@@ -121,7 +163,6 @@ async def _worker_job(self):
         Obtain Lock over the current context,
         Process the update and send it.
         """
-        # So, I added a break if there're no more jobs. It's accomplished by sending a special 'None' request to the queue (one for each worker), because otherwise _worker_job() will forever be awaiting a queue.get() function, even though self.running = False. I don't see any other obvious solutions. Some code could be moved to the `worker()`, actually, for code style.
         request = await self.request_queue.get()
         if request is not None:
             (ctx_id, update) = request
@@ -155,27 +196,35 @@ async def _get_updates(self) -> list[tuple[Any, Message]]:
             self.bot.request_updates()
         """
 
-    # When _get_updates() returns None, the program would break.
-    async def _polling_job(self):
-        received_updates = self._get_updates()
-        if received_updates is not None:
-            for update in received_updates:
-                await self.request_queue.put(update)
+    async def _polling_job(self, poll_timeout: float):
+        try:
+            coroutine = asyncio.wait_for(self._get_updates(), timeout=poll_timeout)
+            received_updates = await coroutine
+            if received_updates is not None:
+                for update in received_updates:
+                    await self.request_queue.put(update)
+        except TimeoutError:
+            # self.shutdown()
+            # Shutting down is probably too extreme, unless it's several times in a row maybe.
+            logger.info("polling_job failed - timed out")
 
     async def _polling_loop(
         self,
         loop: PollingInterfaceLoopFunction = lambda: True,
-        # poll_timeout: float = 0,
+        poll_timeout: float = None,
         timeout: float = 0,
     ):
         try:
             while loop() and self.running:
-                await asyncio.shield(self._polling_job())  # shield from cancellation
+                await asyncio.shield(self._polling_job(poll_timeout))  # shield from cancellation
                 await asyncio.sleep(timeout)
         finally:
             self.running = False
             print("loop ending")
+            logger.info(f"polling_loop stopped working - either the stop signal was received or the loop() condition was false.")
+            # If there're no more jobs/stop signal received, a special 'None' request is sent to the queue (one for each worker), they shut down the workers.
             # In case of more workers than two, change the number of 'None' requests to the new number of workers.
+            # for i in range(number_of_workers)
             for i in range(2):
                 self.request_queue.put_nowait(None)
 
@@ -184,11 +233,13 @@ async def connect(
         loop: PollingInterfaceLoopFunction = lambda: True,
         timeout: float = 0,
     ):
+        #"""
         await asyncio.gather(
             self._polling_loop(loop=loop, timeout=timeout),
             asyncio.shield(self._worker()),
             asyncio.shield(self._worker()),
         )
+        #"""
         """
         try:
             await asyncio.gather(
@@ -198,6 +249,7 @@ async def connect(
             )
         except asyncio.CancelledError:
             await self.cleanup()
+            raise
         """
 
     def _on_exception(self, e: BaseException):
diff --git a/tests/messengers/common/test_messenger_interface.py b/tests/messengers/common/test_messenger_interface.py
index 683a08d63..27c120b0e 100644
--- a/tests/messengers/common/test_messenger_interface.py
+++ b/tests/messengers/common/test_messenger_interface.py
@@ -42,7 +42,7 @@ def not_obtained_updates(self):
             self.obtained_updates = True
         return not self.obtained_updates
 
-    def _get_updates(self):
+    async def _get_updates(self):
         if len(self.requests) > 0:
             request = self.requests.pop(0)
             return [(request[0], Message(str(request[1])))]
@@ -63,7 +63,7 @@ def __init__(self):
             self.received_updates = []
             self.obtained_updates = False
 
-        def _get_updates(self):
+        async def _get_updates(self):
             if len(self.requests) > 0:
                 request = self.requests.pop(0)
                 return [(self.ctx_id, Message(text=str(request)))]
@@ -125,31 +125,24 @@ def __init__(self):
         def not_obtained_requests(self):
             if self.requests_count == len(self.expected_updates):
                 self.obtained_requests = True
+                self.shutdown()
+                # This shuts down the interface via the main method. The asyncio.CancelledError won't affect the workers due to shielding. If all the messages still get processed, then the workers are shielded.
             return not self.obtained_requests
 
-        def _get_updates(self):
+        async def _get_updates(self):
             if len(self.requests) > 0:
                 self.requests_count += 1
                 request = self.requests.pop(0)
                 return [(self.ctx_id, Message(text=str(request)))]
 
-        async def _polling_loop(
-            self,
-            loop = lambda: True,
-            # poll_timeout: float = 0,
-            timeout: float = 0,
-        ):
-            try:
-                while loop() and self.running:
-                    await asyncio.shield(self._polling_job())  # shield from cancellation
-                    await asyncio.sleep(timeout)
-            finally:
-                self.running = False
-                print(loop(), self.running)
-                for i in range(2):
-                    self.request_queue.put_nowait(None)
-                # This shuts down the interface via the main method. The asyncio.CancelledError won't affect the workers due to shielding. If all the messages still get processed, then the workers are shielded.
-                asyncio.run(self.shutdown())
+        async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
+            while self.running:
+                await asyncio.sleep(0.05)
+            context = await pipeline._run_pipeline(update, ctx_id)
+            if context.last_response.text == "id: 1":
+                await asyncio.sleep(0)
+            await self._respond(ctx_id, context.last_response)
+                
 
         async def cleanup(self, *args):
             await asyncio.sleep(0.1)
@@ -212,10 +205,13 @@ async def _polling_loop(
 
                 # asyncio.run(self.shutdown())
                 # raise KeyboardInterrupt
+                await asyncio.sleep(0)
                 # await asyncio.sleep(20)
-                time.sleep(20)
+                # time.sleep(20)
+                # await asyncio.sleep(0)
+                # time.sleep(20)
                 os.kill(os.getpid(), signal.SIGINT)
-                await asyncio.sleep(20)
+                # await asyncio.sleep(20)
 
         async def cleanup(self, *args):
             await asyncio.sleep(0.1)
@@ -231,6 +227,8 @@ async def cleanup(self, *args):
     )
     interface = new_pipeline.messenger_interface
     asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_requests))
+    print(interface.expected_updates)
+    print(interface.received_updates)
     for i in range(len(interface.expected_updates)):
         assert interface.expected_updates[i] == interface.received_updates[i]
     assert interface.not_obtained_updates() == False

From f91910b325a5a8c93ddb61cf5ed96b920389ff36 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Fri, 21 Jun 2024 19:24:56 +0500
Subject: [PATCH 32/50] typo corrected

---
 dff/messengers/common/interface.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index 6cc23980d..a2223e181 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -90,6 +90,7 @@ async def run_in_foreground(
     async def shutdown(self):
         logger.info(f"messenger_interface.shutdown() called - shutting down interface")
         self.running = False
+        self.task.cancel()
         try:
             await self.task
         except asyncio.CancelledError:

From 585a37d0a1c3784cde6aad4b8efe33d8d45ba5fb Mon Sep 17 00:00:00 2001
From: Roman Zlobin <RLKRo@proton.me>
Date: Fri, 21 Jun 2024 18:17:16 +0300
Subject: [PATCH 33/50] add siginthandler to async loop

---
 dff/messengers/common/interface.py | 6 ++++--
 dff/pipeline/pipeline/pipeline.py  | 4 ++--
 2 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index a2223e181..f476e41ad 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -11,6 +11,7 @@
 import logging
 import uuid
 import signal
+from functools import partial
 import time # Don't forget to remove this
 import contextlib
 
@@ -59,8 +60,9 @@ async def run_in_foreground(
     ):
         self.running_in_foreground = True
         self.pipeline = pipeline
-        self.original_sigint_handler = signal.getsignal(signal.SIGINT)
-        signal.signal(signal.SIGINT, pipeline.sigint_handler)
+
+        async_loop = asyncio.get_running_loop()
+        async_loop.add_signal_handler(signal.SIGINT, partial(pipeline.sigint_handler, async_loop))
         # TO-DO: Clean this up and/or think this through (connect() methods are different for various MessengerInterface() classes)
         if isinstance(self.pipeline.messenger_interface, PollingMessengerInterface):
             self.task = asyncio.create_task(self.connect(loop=loop, timeout=timeout, *args))
diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index fb14b7f8a..86f8225ca 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -365,12 +365,12 @@ async def _run_pipeline(
 
         return ctx
 
-    def sigint_handler(self, signum, frame):
+    def sigint_handler(self, loop):
         self.stopped_by_signal = True
         print("_sigint_handler() called")
         # asyncio.run(asyncio.gather(*[iface.shutdown() for iface in self.messenger_interfaces]))
         if self.messenger_interface.running_in_foreground:
-            asyncio.run(self.messenger_interface.shutdown())
+            loop.run_until_complete(self.messenger_interface.shutdown())
         # In case someone launched a pipeline with connect() instead of run_in_foreground(), all SIGINTs will be ignored, though the flag self.stopped_by_signal is still changed to True.
         logger.info(f"pipeline received SIGINT - stopping pipeline and all interfaces")
 

From 4180e17f7b1c0424de7ebe8de269b004f64d4e4f Mon Sep 17 00:00:00 2001
From: Roman Zlobin <RLKRo@proton.me>
Date: Fri, 21 Jun 2024 18:17:25 +0300
Subject: [PATCH 34/50] fix test class

---
 .../common/test_messenger_interface.py        | 21 ++++++++++---------
 1 file changed, 11 insertions(+), 10 deletions(-)

diff --git a/tests/messengers/common/test_messenger_interface.py b/tests/messengers/common/test_messenger_interface.py
index 27c120b0e..91cfba307 100644
--- a/tests/messengers/common/test_messenger_interface.py
+++ b/tests/messengers/common/test_messenger_interface.py
@@ -111,12 +111,13 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
         assert interface.expected_updates[i][1] == interface.received_updates[i]
     assert interface.not_obtained_updates() == False
 
+
 def test_worker_shielding():
     class TestPollingInterface(BaseTestPollingInterface):
         def __init__(self):
             super().__init__()
             self.ctx_id = uuid.uuid4()
-            self.requests = ["1sa","nb2","3fdg","g46","2sh2","h31","m56", "72ds"]
+            self.requests = ["1sa", "nb2", "3fdg", "g46", "2sh2", "h31", "m56", "72ds"]
             self.expected_updates = self.requests.copy()
             self.received_updates = []
             self.obtained_requests = False
@@ -142,7 +143,6 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
             if context.last_response.text == "id: 1":
                 await asyncio.sleep(0)
             await self._respond(ctx_id, context.last_response)
-                
 
         async def cleanup(self, *args):
             await asyncio.sleep(0.1)
@@ -162,12 +162,13 @@ async def cleanup(self, *args):
     assert interface.not_obtained_updates() == False
     assert interface.not_obtained_requests() == False
 
+
 def test_shielding():
     class TestPollingInterface(BaseTestPollingInterface):
         def __init__(self):
             super().__init__()
             self.ctx_id = uuid.uuid4()
-            self.requests = ["1sa","nb2","3fdg","g46","2sh2","h31","m56", "72ds"]
+            self.requests = ["1sa", "nb2", "3fdg", "g46", "2sh2", "h31", "m56", "72ds"]
             self.expected_updates = self.requests.copy()
             self.received_updates = []
             self.obtained_requests = False
@@ -178,28 +179,28 @@ def not_obtained_requests(self):
                 self.obtained_requests = True
             return not self.obtained_requests
 
-        def _get_updates(self):
+        async def _get_updates(self):
             if len(self.requests) > 0:
                 self.requests_count += 1
                 request = self.requests.pop(0)
                 return [(self.ctx_id, Message(text=str(request)))]
 
         async def _polling_loop(
-            self,
-            loop = lambda: True,
-            # poll_timeout: float = 0,
-            timeout: float = 0,
+                self,
+                loop=lambda: True,
+                poll_timeout: float = None,
+                timeout: float = 0,
         ):
             try:
                 while loop() and self.running:
-                    await asyncio.shield(self._polling_job())  # shield from cancellation
+                    await asyncio.shield(self._polling_job(poll_timeout))  # shield from cancellation
                     await asyncio.sleep(timeout)
             finally:
                 self.running = False
                 print(loop(), self.running)
                 for i in range(2):
                     self.request_queue.put_nowait(None)
-                
+
                 # This shuts down the entire program via graceful termination. If the received messages are correct even after a SIGINT, the program has working graceful termination.
                 # Ok, so it's interesting. When using time.sleep() graceful termination works, but when using an 'await asyncio.sleep()' the test breaks, because the exception from 'shutdown()' isn't caught. I couldn't figure it out, but now I think it's logical. When SIGINT is received by a new signal handler that I made, the program throws an exception into whichever async function it's currently in, could be any of them.
 

From 0059bd3e1ddaf976399e50a8b773b1ef0bd96af9 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 26 Jun 2024 21:22:35 +0500
Subject: [PATCH 35/50] adding worker timeouts and cleanup

---
 dff/messengers/common/interface.py | 62 ++++++++++++++++--------------
 1 file changed, 34 insertions(+), 28 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index a2223e181..865e8314a 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -73,6 +73,7 @@ async def run_in_foreground(
         try:
             await self.task
         except asyncio.CancelledError:
+            await asyncio.sleep(0)
             await self.cleanup()
         #"""
         # Allowing other interfaces (and all async tasks) to work too
@@ -81,6 +82,7 @@ async def run_in_foreground(
             await self.task
         await asyncio.sleep(0)
         """
+
         self.stopped = True
        
         # Placeholder for any cleanup code.
@@ -136,10 +138,12 @@ class PollingMessengerInterface(MessengerInterface):
     Polling message interface runs in a loop, constantly asking users for a new input.
     """
 
-    # self.running seems very similar to self.running_in_foreground. Are they the same thing or not? Maybe not, because connect() can still be called by anyone without running in foreground, though very unlikely - most will use pipeline.run() calling run_in_foreground().
     def __init__(self):
         self.request_queue = asyncio.Queue()
-        self.shielded = True # Would like task.cancel()
+        self.cancel_on_shutdown = True # Would like task.cancel(). (Not done yet)
+        self.number_of_workers = 2
+        # Could make this an argument of connect(), but people can just type interface.number_of_workers = their_number before creating pipeline. Interface features like timeouts could be a tutorial, actually. But it's not really necessary or in demand.
+        self._worker_tasks = []
         super().__init__()
 
     @abc.abstractmethod
@@ -180,13 +184,19 @@ async def _worker_job(self):
         else:
             return True
 
-    async def _worker(self):
+    # This worker doesn't save the request and basically deletes it from the queue in case it can't process it. An option to save the request may be fitting? Maybe with an amount of retries.
+    async def _worker(self, worker_timeout: float):
         while self.running or not self.request_queue.empty():
-            no_more_jobs = await self._worker_job()
-            if no_more_jobs:
-                print("worker stopping")
-                logger.info(f"Worker finished working - stop signal received and remaining requests have been processed.")
-                break
+            try:
+                no_more_jobs = await asyncio.wait_for(self._worker_job(), timeout=worker_timeout)
+                if no_more_jobs:
+                    logger.info(f"Worker finished working - stop signal received and remaining requests have been processed.")
+                    # This logging is incorrect right now, request queue running out isn't handled and it's mistakenly called a stop signal.
+                    break
+            except TimeoutError:
+                # If there's just no requests coming, worker will keep sending this log message.
+                # Looks really bad.
+                logger.info("worker just timed out. A request *may* have been lost.")
 
     @abc.abstractmethod
     async def _get_updates(self) -> list[tuple[Any, Message]]:
@@ -225,33 +235,29 @@ async def _polling_loop(
             logger.info(f"polling_loop stopped working - either the stop signal was received or the loop() condition was false.")
             # If there're no more jobs/stop signal received, a special 'None' request is sent to the queue (one for each worker), they shut down the workers.
             # In case of more workers than two, change the number of 'None' requests to the new number of workers.
-            # for i in range(number_of_workers)
-            for i in range(2):
+            for i in range(self.number_of_workers):
                 self.request_queue.put_nowait(None)
 
     async def connect(
         self,
         loop: PollingInterfaceLoopFunction = lambda: True,
+        poll_timeout: float = None,
+        worker_timeout: float = None,
         timeout: float = 0,
     ):
-        #"""
-        await asyncio.gather(
-            self._polling_loop(loop=loop, timeout=timeout),
-            asyncio.shield(self._worker()),
-            asyncio.shield(self._worker()),
-        )
-        #"""
-        """
-        try:
-            await asyncio.gather(
-                self._polling_loop(loop=loop, timeout=timeout),
-                asyncio.shield(self._worker()),
-                asyncio.shield(self._worker()),
-            )
-        except asyncio.CancelledError:
-            await self.cleanup()
-            raise
-        """
+        # Saving strong references to workers, so that they can be cleaned up properly.
+        # shield() creates a task just like create_task()
+        for i in range(self.number_of_workers):
+            task = asyncio.shield(self._worker(worker_timeout))
+            self._worker_tasks.append(task)
+        await self._polling_loop(loop=loop, poll_timeout=poll_timeout, timeout=timeout)
+
+    # Workers for PollingMessengerInterface are awaited here.
+    async def cleanup(self):
+        super().cleanup()
+        await asyncio.gather(*self._worker_tasks)
+        # Blocks until all workers are done
+
 
     def _on_exception(self, e: BaseException):
         """

From 65329f8e0a30c408a5d286327b28fb32c081653f Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 26 Jun 2024 23:38:44 +0500
Subject: [PATCH 36/50] new _worker() seems to be working (it's awaited)

---
 dff/messengers/common/interface.py            | 45 ++-----------------
 .../common/test_messenger_interface.py        | 40 ++++++++++++-----
 2 files changed, 33 insertions(+), 52 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index b101e22c0..a26978ffa 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -70,20 +70,12 @@ async def run_in_foreground(
             self.task = asyncio.create_task(self.connect(self.pipeline._run_pipeline, *args))
         else:
             self.task = asyncio.create_task(self.connect(self.pipeline._run_pipeline, *args))
-        # await self.task
-        #"""
+
         try:
             await self.task
         except asyncio.CancelledError:
             await asyncio.sleep(0)
             await self.cleanup()
-        #"""
-        # Allowing other interfaces (and all async tasks) to work too
-        """
-        with contextlib.suppress(asyncio.CancelledError):
-            await self.task
-        await asyncio.sleep(0)
-        """
 
         self.stopped = True
        
@@ -102,36 +94,6 @@ async def shutdown(self):
             # await asyncio.sleep(0)
             if not self.stopped:
                 raise asyncio.CancelledError
-
-        """
-        def raise_exception(signum, frame):
-            raise ZeroDivisionError
-        signal.signal(signal.SIGINT, raise_exception)
-        """
-        """
-        print(self.task)
-        self.task.cancel()
-        # time.sleep(0.1)
-        # await self.task
-        """
-        """
-
-        print("this should've stopped")
-        
-        """
-        """
-        await asyncio.sleep(0)
-        with contextlib.suppress(asyncio.CancelledError):
-            await self.task
-        await self.cleanup()
-        """
-        # raise HelloException
-        
-        # raise asyncio.CancelledError
-        """
-        self.task.cancel()
-        await self.task
-        """
         logger.info(f"{type(self).__name__} has stopped working - SIGINT received")
 
 
@@ -256,8 +218,9 @@ async def connect(
 
     # Workers for PollingMessengerInterface are awaited here.
     async def cleanup(self):
-        super().cleanup()
-        await asyncio.gather(*self._worker_tasks)
+        await super().cleanup()
+        await asyncio.wait(self._worker_tasks)
+        # await asyncio.gather(*self._worker_tasks)
         # Blocks until all workers are done
 
 
diff --git a/tests/messengers/common/test_messenger_interface.py b/tests/messengers/common/test_messenger_interface.py
index 91cfba307..876ba27c0 100644
--- a/tests/messengers/common/test_messenger_interface.py
+++ b/tests/messengers/common/test_messenger_interface.py
@@ -118,17 +118,30 @@ def __init__(self):
             super().__init__()
             self.ctx_id = uuid.uuid4()
             self.requests = ["1sa", "nb2", "3fdg", "g46", "2sh2", "h31", "m56", "72ds"]
+            self.requests.extend(self.requests)
+            self.requests.extend(self.requests)
+            self.requests.extend(self.requests)
+            self.requests.extend(self.requests)
             self.expected_updates = self.requests.copy()
             self.received_updates = []
             self.obtained_requests = False
             self.requests_count = 0
 
         def not_obtained_requests(self):
-            if self.requests_count == len(self.expected_updates):
+            if len(self.requests) == 0:
                 self.obtained_requests = True
-                self.shutdown()
+                print("hi")
+                # This definitely doesn't call shutdown() for some reason
+                # await self.shutdown()
+                # or
+                # self.shutdown()
+                os.kill(os.getpid(), signal.SIGINT)
+                """
+                async_loop = asyncio.get_running_loop()
+                async_loop.run_until_complete(self.shutdown())
+                """
                 # This shuts down the interface via the main method. The asyncio.CancelledError won't affect the workers due to shielding. If all the messages still get processed, then the workers are shielded.
-            return not self.obtained_requests
+            return True
 
         async def _get_updates(self):
             if len(self.requests) > 0:
@@ -140,12 +153,10 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
             while self.running:
                 await asyncio.sleep(0.05)
             context = await pipeline._run_pipeline(update, ctx_id)
-            if context.last_response.text == "id: 1":
-                await asyncio.sleep(0)
             await self._respond(ctx_id, context.last_response)
 
-        async def cleanup(self, *args):
-            await asyncio.sleep(0.1)
+        async def cleanup(self):
+            await super().cleanup()
             # This is here, so that workers have a bit of time to complete the remaining requests.
             # Without this line the test fails, because there's nothing blocking the code further and the assertions execute immediately after.
 
@@ -157,10 +168,10 @@ async def cleanup(self, *args):
     )
     interface = new_pipeline.messenger_interface
     asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_requests))
+    print(interface.expected_updates)
+    print(interface.received_updates)
     for i in range(len(interface.expected_updates)):
         assert interface.expected_updates[i] == interface.received_updates[i]
-    assert interface.not_obtained_updates() == False
-    assert interface.not_obtained_requests() == False
 
 
 def test_shielding():
@@ -185,6 +196,12 @@ async def _get_updates(self):
                 request = self.requests.pop(0)
                 return [(self.ctx_id, Message(text=str(request)))]
 
+        async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
+            while self.running:
+                await asyncio.sleep(0.05)
+            context = await pipeline._run_pipeline(update, ctx_id)
+            await self._respond(ctx_id, context.last_response)
+
         async def _polling_loop(
                 self,
                 loop=lambda: True,
@@ -214,8 +231,9 @@ async def _polling_loop(
                 os.kill(os.getpid(), signal.SIGINT)
                 # await asyncio.sleep(20)
 
-        async def cleanup(self, *args):
-            await asyncio.sleep(0.1)
+        async def cleanup(self):
+            await super().cleanup()
+            await asyncio.sleep(0.5)
             pass
             # This is here, so that workers have a bit of time to complete the remaining requests.
             # Without this line the test fails, because there's nothing blocking the code further and the assertions execute immediately after.

From 30369f66d9b0c796325173da7a60c61149190fef Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 26 Jun 2024 23:47:23 +0500
Subject: [PATCH 37/50] all tests but one working, can't call shutdown()

---
 .../common/test_messenger_interface.py        | 39 +++++--------------
 1 file changed, 10 insertions(+), 29 deletions(-)

diff --git a/tests/messengers/common/test_messenger_interface.py b/tests/messengers/common/test_messenger_interface.py
index 876ba27c0..7d579a7b0 100644
--- a/tests/messengers/common/test_messenger_interface.py
+++ b/tests/messengers/common/test_messenger_interface.py
@@ -157,6 +157,7 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
 
         async def cleanup(self):
             await super().cleanup()
+            pass
             # This is here, so that workers have a bit of time to complete the remaining requests.
             # Without this line the test fails, because there's nothing blocking the code further and the assertions execute immediately after.
 
@@ -186,9 +187,15 @@ def __init__(self):
             self.requests_count = 0
 
         def not_obtained_requests(self):
-            if self.requests_count == len(self.expected_updates):
+            if len(self.requests) == 0:
                 self.obtained_requests = True
-            return not self.obtained_requests
+                print("hi")
+                # This definitely doesn't call shutdown() for some reason
+                # await self.shutdown()
+                # or
+                # self.shutdown()
+                os.kill(os.getpid(), signal.SIGINT)
+            return True
 
         async def _get_updates(self):
             if len(self.requests) > 0:
@@ -202,35 +209,9 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
             context = await pipeline._run_pipeline(update, ctx_id)
             await self._respond(ctx_id, context.last_response)
 
-        async def _polling_loop(
-                self,
-                loop=lambda: True,
-                poll_timeout: float = None,
-                timeout: float = 0,
-        ):
-            try:
-                while loop() and self.running:
-                    await asyncio.shield(self._polling_job(poll_timeout))  # shield from cancellation
-                    await asyncio.sleep(timeout)
-            finally:
-                self.running = False
-                print(loop(), self.running)
-                for i in range(2):
-                    self.request_queue.put_nowait(None)
-
                 # This shuts down the entire program via graceful termination. If the received messages are correct even after a SIGINT, the program has working graceful termination.
                 # Ok, so it's interesting. When using time.sleep() graceful termination works, but when using an 'await asyncio.sleep()' the test breaks, because the exception from 'shutdown()' isn't caught. I couldn't figure it out, but now I think it's logical. When SIGINT is received by a new signal handler that I made, the program throws an exception into whichever async function it's currently in, could be any of them.
 
-                # asyncio.run(self.shutdown())
-                # raise KeyboardInterrupt
-                await asyncio.sleep(0)
-                # await asyncio.sleep(20)
-                # time.sleep(20)
-                # await asyncio.sleep(0)
-                # time.sleep(20)
-                os.kill(os.getpid(), signal.SIGINT)
-                # await asyncio.sleep(20)
-
         async def cleanup(self):
             await super().cleanup()
             await asyncio.sleep(0.5)
@@ -251,6 +232,6 @@ async def cleanup(self):
     for i in range(len(interface.expected_updates)):
         assert interface.expected_updates[i] == interface.received_updates[i]
     assert interface.not_obtained_updates() == False
-    assert interface.not_obtained_requests() == False
+    assert interface.not_obtained_requests() == True
 
 

From ce9ac81379ff20ef0efbca087b6282d83a517fd8 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 26 Jun 2024 23:53:35 +0500
Subject: [PATCH 38/50] all tests working

---
 tests/messengers/common/test_messenger_interface.py | 13 +++----------
 1 file changed, 3 insertions(+), 10 deletions(-)

diff --git a/tests/messengers/common/test_messenger_interface.py b/tests/messengers/common/test_messenger_interface.py
index 7d579a7b0..6300c0f08 100644
--- a/tests/messengers/common/test_messenger_interface.py
+++ b/tests/messengers/common/test_messenger_interface.py
@@ -131,15 +131,9 @@ def not_obtained_requests(self):
             if len(self.requests) == 0:
                 self.obtained_requests = True
                 print("hi")
-                # This definitely doesn't call shutdown() for some reason
-                # await self.shutdown()
-                # or
-                # self.shutdown()
-                os.kill(os.getpid(), signal.SIGINT)
-                """
-                async_loop = asyncio.get_running_loop()
-                async_loop.run_until_complete(self.shutdown())
-                """
+                # Is this the right way to run a random async function?
+                asyncio.create_task(self.shutdown())
+
                 # This shuts down the interface via the main method. The asyncio.CancelledError won't affect the workers due to shielding. If all the messages still get processed, then the workers are shielded.
             return True
 
@@ -214,7 +208,6 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
 
         async def cleanup(self):
             await super().cleanup()
-            await asyncio.sleep(0.5)
             pass
             # This is here, so that workers have a bit of time to complete the remaining requests.
             # Without this line the test fails, because there's nothing blocking the code further and the assertions execute immediately after.

From c765c181e5d7a90dc74b87a55ce06d64297160a1 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Mon, 1 Jul 2024 14:04:43 +0500
Subject: [PATCH 39/50] ContextLock() moved to pipeline.py

---
 dff/pipeline/pipeline/pipeline.py | 11 ++++++++++-
 dff/pipeline/types.py             | 10 ----------
 2 files changed, 10 insertions(+), 11 deletions(-)

diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index 86f8225ca..68fcc8747 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -33,7 +33,6 @@
     GlobalExtraHandlerType,
     ExtraHandlerFunction,
     ExtraHandlerBuilder,
-    ContextLock,
 )
 from ..types import PIPELINE_STATE_KEY
 from .utils import finalize_service_group, pretty_format_component_info_dict
@@ -410,3 +409,13 @@ def __call__(
     @property
     def script(self) -> Script:
         return self.actor.script
+
+class ContextLock:
+    # locks: dict[ctx_id, asyncio.Lock] = {}
+    def __init__(self):
+        self.locks = {}
+
+    def __getitem__(self, key):
+        if not key in self.locks:
+            self.locks[key] = asyncio.Lock()
+        return self.locks[key]
diff --git a/dff/pipeline/types.py b/dff/pipeline/types.py
index d9f05e6a7..5e80ed465 100644
--- a/dff/pipeline/types.py
+++ b/dff/pipeline/types.py
@@ -275,13 +275,3 @@ class ExtraHandlerRuntimeInfo(BaseModel):
 It can be Dictionary, containing keys that are present in Pipeline constructor parameters.
 """
 
-
-class ContextLock:
-    # locks: dict[ctx_id, asyncio.Lock] = {}
-    def __init__(self):
-        self.locks = {}
-
-    def __getitem__(self, key):
-        if not key in self.locks:
-            self.locks[key] = asyncio.Lock()
-        return self.locks[key]

From 83ebe7fafb2797ffc36bccc2780df3d6af50d159 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Mon, 1 Jul 2024 16:42:13 +0500
Subject: [PATCH 40/50] formatted with poetry

---
 dff/messengers/common/interface.py            | 26 ++++++++++---------
 dff/pipeline/pipeline/pipeline.py             |  1 +
 dff/pipeline/types.py                         |  1 -
 .../common/test_messenger_interface.py        |  6 ++---
 4 files changed, 17 insertions(+), 17 deletions(-)

diff --git a/dff/messengers/common/interface.py b/dff/messengers/common/interface.py
index a26978ffa..78dd197b3 100644
--- a/dff/messengers/common/interface.py
+++ b/dff/messengers/common/interface.py
@@ -12,7 +12,7 @@
 import uuid
 import signal
 from functools import partial
-import time # Don't forget to remove this
+import time  # Don't forget to remove this
 import contextlib
 
 from typing import Optional, Any, List, Tuple, TextIO, Hashable, TYPE_CHECKING
@@ -38,7 +38,7 @@ def __init__(self):
         self.running_in_foreground = False
         self.running = True
         self.stopped = False
-        self.shielded = False # This determines whether the interface wants to be shut down with task.cancel() or just switching a flag. Let's say PollingMessengerInterface wants task.cancel()
+        self.shielded = False  # This determines whether the interface wants to be shut down with task.cancel() or just switching a flag. Let's say PollingMessengerInterface wants task.cancel()
 
     @abc.abstractmethod
     async def connect(self, *args):
@@ -51,7 +51,7 @@ async def connect(self, *args):
         """
         raise NotImplementedError
 
-# This is an optional method, so no need to make it abstract, I think.
+    # This is an optional method, so no need to make it abstract, I think.
     async def cleanup(self, *args):
         pass
 
@@ -78,9 +78,8 @@ async def run_in_foreground(
             await self.cleanup()
 
         self.stopped = True
-       
-        # Placeholder for any cleanup code.
 
+        # Placeholder for any cleanup code.
 
     # I can make shutdown() work for PollingMessengerInterface, but I don't know the structure of Telegram Messenger Interfaces. Right now, this ends the main task and sets a flag self.running to False, so that any async tasks in loops can see that and turn off as soon as they are done.
     async def shutdown(self):
@@ -104,7 +103,7 @@ class PollingMessengerInterface(MessengerInterface):
 
     def __init__(self):
         self.request_queue = asyncio.Queue()
-        self.cancel_on_shutdown = True # Would like task.cancel(). (Not done yet)
+        self.cancel_on_shutdown = True  # Would like task.cancel(). (Not done yet)
         self.number_of_workers = 2
         # Could make this an argument of connect(), but people can just type interface.number_of_workers = their_number before creating pipeline. Interface features like timeouts could be a tutorial, actually. But it's not really necessary or in demand.
         self._worker_tasks = []
@@ -137,13 +136,13 @@ async def _worker_job(self):
             (ctx_id, update) = request
             async with self.pipeline.context_lock[ctx_id]:  # get exclusive access to this context among interfaces
                 # Trying to see if _process_request works at all. Looks like it does it just fine, actually
-                await self._process_request(ctx_id, update, self.pipeline)
+                # await self._process_request(ctx_id, update, self.pipeline)
                 # Doesn't work in a thread for some reason - it goes into an infinite cycle.
-                """
+                # """
                 await asyncio.to_thread(  # [optional] execute in a separate thread to avoid blocking
                     self._process_request, ctx_id, update, self.pipeline
                 )
-                """
+                # """
             return False
         else:
             return True
@@ -154,7 +153,9 @@ async def _worker(self, worker_timeout: float):
             try:
                 no_more_jobs = await asyncio.wait_for(self._worker_job(), timeout=worker_timeout)
                 if no_more_jobs:
-                    logger.info(f"Worker finished working - stop signal received and remaining requests have been processed.")
+                    logger.info(
+                        f"Worker finished working - stop signal received and remaining requests have been processed."
+                    )
                     # This logging is incorrect right now, request queue running out isn't handled and it's mistakenly called a stop signal.
                     break
             except TimeoutError:
@@ -196,7 +197,9 @@ async def _polling_loop(
         finally:
             self.running = False
             print("loop ending")
-            logger.info(f"polling_loop stopped working - either the stop signal was received or the loop() condition was false.")
+            logger.info(
+                f"polling_loop stopped working - either the stop signal was received or the loop() condition was false."
+            )
             # If there're no more jobs/stop signal received, a special 'None' request is sent to the queue (one for each worker), they shut down the workers.
             # In case of more workers than two, change the number of 'None' requests to the new number of workers.
             for i in range(self.number_of_workers):
@@ -223,7 +226,6 @@ async def cleanup(self):
         # await asyncio.gather(*self._worker_tasks)
         # Blocks until all workers are done
 
-
     def _on_exception(self, e: BaseException):
         """
         Method that is called on polling cycle exceptions, in some cases it should show users the exception.
diff --git a/dff/pipeline/pipeline/pipeline.py b/dff/pipeline/pipeline/pipeline.py
index 68fcc8747..ae0d07c2f 100644
--- a/dff/pipeline/pipeline/pipeline.py
+++ b/dff/pipeline/pipeline/pipeline.py
@@ -410,6 +410,7 @@ def __call__(
     def script(self) -> Script:
         return self.actor.script
 
+
 class ContextLock:
     # locks: dict[ctx_id, asyncio.Lock] = {}
     def __init__(self):
diff --git a/dff/pipeline/types.py b/dff/pipeline/types.py
index 5e80ed465..217b4dcd0 100644
--- a/dff/pipeline/types.py
+++ b/dff/pipeline/types.py
@@ -274,4 +274,3 @@ class ExtraHandlerRuntimeInfo(BaseModel):
 A type, representing anything that can be transformed to pipeline.
 It can be Dictionary, containing keys that are present in Pipeline constructor parameters.
 """
-
diff --git a/tests/messengers/common/test_messenger_interface.py b/tests/messengers/common/test_messenger_interface.py
index 6300c0f08..61480cbd5 100644
--- a/tests/messengers/common/test_messenger_interface.py
+++ b/tests/messengers/common/test_messenger_interface.py
@@ -203,8 +203,8 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
             context = await pipeline._run_pipeline(update, ctx_id)
             await self._respond(ctx_id, context.last_response)
 
-                # This shuts down the entire program via graceful termination. If the received messages are correct even after a SIGINT, the program has working graceful termination.
-                # Ok, so it's interesting. When using time.sleep() graceful termination works, but when using an 'await asyncio.sleep()' the test breaks, because the exception from 'shutdown()' isn't caught. I couldn't figure it out, but now I think it's logical. When SIGINT is received by a new signal handler that I made, the program throws an exception into whichever async function it's currently in, could be any of them.
+            # This shuts down the entire program via graceful termination. If the received messages are correct even after a SIGINT, the program has working graceful termination.
+            # Ok, so it's interesting. When using time.sleep() graceful termination works, but when using an 'await asyncio.sleep()' the test breaks, because the exception from 'shutdown()' isn't caught. I couldn't figure it out, but now I think it's logical. When SIGINT is received by a new signal handler that I made, the program throws an exception into whichever async function it's currently in, could be any of them.
 
         async def cleanup(self):
             await super().cleanup()
@@ -226,5 +226,3 @@ async def cleanup(self):
         assert interface.expected_updates[i] == interface.received_updates[i]
     assert interface.not_obtained_updates() == False
     assert interface.not_obtained_requests() == True
-
-

From 8715c2f394a07afc98421dadfc67f3c71af64421 Mon Sep 17 00:00:00 2001
From: ZergLev <64711614+ZergLev@users.noreply.github.com>
Date: Fri, 2 Aug 2024 19:33:32 +0300
Subject: [PATCH 41/50] Update
 tests/messengers/common/test_messenger_interface.py

Co-authored-by: Roman Zlobin <RLKRo@proton.me>
---
 tests/messengers/common/test_messenger_interface.py | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/tests/messengers/common/test_messenger_interface.py b/tests/messengers/common/test_messenger_interface.py
index 61480cbd5..2790e95ad 100644
--- a/tests/messengers/common/test_messenger_interface.py
+++ b/tests/messengers/common/test_messenger_interface.py
@@ -117,11 +117,7 @@ class TestPollingInterface(BaseTestPollingInterface):
         def __init__(self):
             super().__init__()
             self.ctx_id = uuid.uuid4()
-            self.requests = ["1sa", "nb2", "3fdg", "g46", "2sh2", "h31", "m56", "72ds"]
-            self.requests.extend(self.requests)
-            self.requests.extend(self.requests)
-            self.requests.extend(self.requests)
-            self.requests.extend(self.requests)
+            self.requests = ["1sa", "nb2", "3fdg", "g46", "2sh2", "h31", "m56", "72ds"] * 5
             self.expected_updates = self.requests.copy()
             self.received_updates = []
             self.obtained_requests = False

From a829cf53932718f5ea171b4b49914ab131b1d6c9 Mon Sep 17 00:00:00 2001
From: ZergLev <64711614+ZergLev@users.noreply.github.com>
Date: Mon, 5 Aug 2024 14:11:15 +0300
Subject: [PATCH 42/50] Update chatsky/messengers/common/interface.py

Co-authored-by: Roman Zlobin <RLKRo@proton.me>
---
 chatsky/messengers/common/interface.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/chatsky/messengers/common/interface.py b/chatsky/messengers/common/interface.py
index b1a11e196..1df28a8f6 100644
--- a/chatsky/messengers/common/interface.py
+++ b/chatsky/messengers/common/interface.py
@@ -224,8 +224,7 @@ async def _get_updates(self) -> list[tuple[Any, Message]]:
 
     async def _polling_job(self, poll_timeout: float):
         try:
-            coroutine = asyncio.wait_for(self._get_updates(), timeout=poll_timeout)
-            received_updates = await coroutine
+            received_updates = await asyncio.wait_for(self._get_updates(), timeout=poll_timeout)
             if received_updates is not None:
                 for update in received_updates:
                     await self.request_queue.put(update)

From 16b049aca301a2e1a48b44dc30155ee266f9a3b0 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 7 Aug 2024 15:04:06 +0300
Subject: [PATCH 43/50] review changes started, bugs appeared

---
 chatsky/messengers/common/interface.py        | 134 ++++++++++++------
 chatsky/pipeline/pipeline/pipeline.py         |   7 +-
 .../common/test_messenger_interface.py        |  20 ++-
 3 files changed, 100 insertions(+), 61 deletions(-)

diff --git a/chatsky/messengers/common/interface.py b/chatsky/messengers/common/interface.py
index b1a11e196..e9581f624 100644
--- a/chatsky/messengers/common/interface.py
+++ b/chatsky/messengers/common/interface.py
@@ -36,13 +36,20 @@ class MessengerInterface(abc.ABC):
 
     def __init__(self):
         self.task = None
+        self.pipeline = None
         self.running_in_foreground = False
         self.running = True
-        self.stopped = False
-        self.shielded = False  # This determines whether the interface wants to be shut down with task.cancel() or just switching a flag. Let's say PollingMessengerInterface wants task.cancel()
+        self.finished_working = False
 
     @abc.abstractmethod
-    async def connect(self, *args):
+    async def connect(
+        self,
+        pipeline_runner: PipelineRunnerFunction,
+        loop: PollingInterfaceLoopFunction = lambda: True,
+        poll_timeout: float = None,
+        worker_timeout: float = None,
+        timeout: float = 0,
+    ):
         """
         Method invoked when message interface is instantiated and connection is established.
         May be used for sending an introduction message or displaying general bot information.
@@ -52,47 +59,77 @@ async def connect(self, *args):
         """
         raise NotImplementedError
 
-    # This is an optional method, so no need to make it abstract, I think.
-    async def cleanup(self, *args):
+    async def cleanup(self):
+        """
+        A placeholder method for any cleanup code you want to be
+        called before shutting down the program.
+        You can redefine this method in your class.
+        Note you need to call cleanup() of the parent class.
+        """
         pass
 
     async def run_in_foreground(
-        self, pipeline: Pipeline, loop: PollingInterfaceLoopFunction = lambda: True, timeout: float = 0, *args
+        self,
+        pipeline: Pipeline,
+        pipeline_runner: PipelineRunnerFunction,
+        loop: PollingInterfaceLoopFunction = lambda: True,
+        poll_timeout: float = None,
+        worker_timeout: float = None,
+        timeout: float = 0,
     ):
         self.running_in_foreground = True
         self.pipeline = pipeline
 
+        # Functionally looks about the same as the other option, just not pretty
+        def placeholder_func(signum, frame):
+            pipeline.sigint_handler(async_loop)
+
+        async_loop = asyncio.get_running_loop()
+        signal.signal(signal.SIGINT, placeholder_func)
+
+        """
+        # This only works on Linux. Windows should work with 'signal', though.
         async_loop = asyncio.get_running_loop()
         async_loop.add_signal_handler(signal.SIGINT, partial(pipeline.sigint_handler, async_loop))
-        # TO-DO: Clean this up and/or think this through (connect() methods are different for various MessengerInterface() classes)
-        if isinstance(self.pipeline.messenger_interface, PollingMessengerInterface):
-            self.task = asyncio.create_task(self.connect(loop=loop, timeout=timeout, *args))
-        elif isinstance(self.pipeline.messenger_interface, CallbackMessengerInterface):
-            self.task = asyncio.create_task(self.connect(self.pipeline._run_pipeline, *args))
-        else:
-            self.task = asyncio.create_task(self.connect(self.pipeline._run_pipeline, *args))
+        """
+
+        # TODO: correctly redefine connect() in all interfaces.
+        self.task = asyncio.create_task(
+            self.connect(
+                pipeline_runner,
+                loop=loop,
+                poll_timeout=poll_timeout,
+                worker_timeout=worker_timeout,
+                timeout=timeout,
+            )
+        )
 
         try:
             await self.task
         except asyncio.CancelledError:
+            # Making sure shutdown() has control during cancellation.
             await asyncio.sleep(0)
+        finally:
             await self.cleanup()
 
-        self.stopped = True
-
-        # Placeholder for any cleanup code.
+        self.finished_working = True
 
-    # I can make shutdown() work for PollingMessengerInterface, but I don't know the structure of Telegram Messenger Interfaces. Right now, this ends the main task and sets a flag self.running to False, so that any async tasks in loops can see that and turn off as soon as they are done.
     async def shutdown(self):
+        """
+        Right now, this cancels the main task (if it hasn't finished) and sets a flag self.running to False,
+        so that any async tasks in loops can see that and turn off as soon as they are done.
+        """
         logger.info(f"messenger_interface.shutdown() called - shutting down interface")
         self.running = False
         self.task.cancel()
         try:
             await self.task
         except asyncio.CancelledError:
-            # raise asyncio.CancelledError
-            # await asyncio.sleep(0)
-            if not self.stopped:
+            # Awaiting self.task() throws an exception, but if the main task
+            # of this interface has finished through any means (like a loop() function running out of loops),
+            # the exception would break the program (nothing is there to catch it anymore),
+            # so instead the exception will be caught and nothing will happen.
+            if not self.finished_working:
                 raise asyncio.CancelledError
         logger.info(f"{type(self).__name__} has stopped working - SIGINT received")
 
@@ -151,11 +188,9 @@ class PollingMessengerInterface(MessengerInterface):
     Polling message interface runs in a loop, constantly asking users for a new input.
     """
 
-    def __init__(self):
+    def __init__(self, number_of_workers: int = 2):
         self.request_queue = asyncio.Queue()
-        self.cancel_on_shutdown = True  # Would like task.cancel(). (Not done yet)
-        self.number_of_workers = 2
-        # Could make this an argument of connect(), but people can just type interface.number_of_workers = their_number before creating pipeline. Interface features like timeouts could be a tutorial, actually. But it's not really necessary or in demand.
+        self.number_of_workers = number_of_workers
         self._worker_tasks = []
         super().__init__()
 
@@ -176,7 +211,7 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
         context = await pipeline._run_pipeline(update, ctx_id)
         await self._respond(ctx_id, context.last_response)
 
-    async def _worker_job(self):
+    async def _worker_job(self, worker_timeout: float):
         """
         Obtain Lock over the current context,
         Process the update and send it.
@@ -189,29 +224,30 @@ async def _worker_job(self):
                 # await self._process_request(ctx_id, update, self.pipeline)
                 # Doesn't work in a thread for some reason - it goes into an infinite cycle.
                 # """
-                await asyncio.to_thread(  # [optional] execute in a separate thread to avoid blocking
-                    self._process_request, ctx_id, update, self.pipeline
+                await asyncio.wait_for(
+                    await asyncio.to_thread(  # [optional] execute in a separate thread to avoid blocking
+                        self._process_request, ctx_id, update, self.pipeline
+                    ),
+                    timeout=worker_timeout,
                 )
                 # """
             return False
         else:
             return True
 
-    # This worker doesn't save the request and basically deletes it from the queue in case it can't process it. An option to save the request may be fitting? Maybe with an amount of retries.
+    # This worker doesn't save the request and basically deletes it from the queue in case it can't process it.
+    # An option to save the request may be fitting? Maybe with an amount of retries.
     async def _worker(self, worker_timeout: float):
         while self.running or not self.request_queue.empty():
             try:
-                no_more_jobs = await asyncio.wait_for(self._worker_job(), timeout=worker_timeout)
+                no_more_jobs = self._worker_job(worker_timeout=worker_timeout)
                 if no_more_jobs:
-                    logger.info(
-                        f"Worker finished working - stop signal received and remaining requests have been processed."
-                    )
-                    # This logging is incorrect right now, request queue running out isn't handled and it's mistakenly called a stop signal.
+                    logger.info(f"Worker finished working - all remaining requests have been processed.")
+                    # Polling_loop should give the required data on whether the stop signal was sent or if
+                    # the loop() function gave 'False'.
                     break
             except TimeoutError:
-                # If there's just no requests coming, worker will keep sending this log message.
-                # Looks really bad.
-                logger.info("worker just timed out. A request *may* have been lost.")
+                logger.info("worker couldn't process request in time. A request *may* have been lost.")
 
     @abc.abstractmethod
     async def _get_updates(self) -> list[tuple[Any, Message]]:
@@ -230,9 +266,7 @@ async def _polling_job(self, poll_timeout: float):
                 for update in received_updates:
                     await self.request_queue.put(update)
         except TimeoutError:
-            # self.shutdown()
-            # Shutting down is probably too extreme, unless it's several times in a row maybe.
-            logger.info("polling_job failed - timed out")
+            logger.debug("polling_job failed - timed out")
 
     async def _polling_loop(
         self,
@@ -246,30 +280,38 @@ async def _polling_loop(
                 await asyncio.sleep(timeout)
         finally:
             self.running = False
-            print("loop ending")
-            logger.info(
-                f"polling_loop stopped working - either the stop signal was received or the loop() condition was false."
-            )
-            # If there're no more jobs/stop signal received, a special 'None' request is sent to the queue (one for each worker), they shut down the workers.
+            # If loop() is somehow True after being False once, this will be wrong.
+            # But no user would want to break their own logging, right?
+            if loop() is False:
+                logger.info(f"polling_loop stopped working - the loop() condition was false")
+            else:
+                logger.info(f"polling_loop stopped working - the stop signal was received.")
+            # If there are no more jobs/stop signal received, a special 'None' request is
+            # sent to the queue (one for each worker), they shut down the workers.
             # In case of more workers than two, change the number of 'None' requests to the new number of workers.
             for i in range(self.number_of_workers):
                 self.request_queue.put_nowait(None)
 
     async def connect(
         self,
+        pipeline_runner: PipelineRunnerFunction,
         loop: PollingInterfaceLoopFunction = lambda: True,
         poll_timeout: float = None,
         worker_timeout: float = None,
         timeout: float = 0,
     ):
         # Saving strong references to workers, so that they can be cleaned up properly.
-        # shield() creates a task just like create_task()
+        # shield() creates a task just like create_task() according to docs.
+        # But for safety we have two task wrappers, I guess.
         for i in range(self.number_of_workers):
-            task = asyncio.shield(self._worker(worker_timeout))
+            task = asyncio.create_task(asyncio.shield(self._worker(worker_timeout)))
             self._worker_tasks.append(task)
         await self._polling_loop(loop=loop, poll_timeout=poll_timeout, timeout=timeout)
 
     # Workers for PollingMessengerInterface are awaited here.
+    # This probably shouldn't be in cleanup(), it may get overwritten
+    # by a user's cleanup if they derive from PollingMessengerInterface.
+    # Also, sounds like too critical of a component to call it "cleanup".
     async def cleanup(self):
         await super().cleanup()
         await asyncio.wait(self._worker_tasks)
diff --git a/chatsky/pipeline/pipeline/pipeline.py b/chatsky/pipeline/pipeline/pipeline.py
index ef7b4f3ff..679e170e1 100644
--- a/chatsky/pipeline/pipeline/pipeline.py
+++ b/chatsky/pipeline/pipeline/pipeline.py
@@ -352,12 +352,13 @@ async def _run_pipeline(
 
     def sigint_handler(self, loop):
         self.stopped_by_signal = True
-        print("_sigint_handler() called")
+        logger.info(f"pipeline received SIGINT - stopping pipeline and all interfaces")
         # asyncio.run(asyncio.gather(*[iface.shutdown() for iface in self.messenger_interfaces]))
         if self.messenger_interface.running_in_foreground:
             loop.run_until_complete(self.messenger_interface.shutdown())
-        # In case someone launched a pipeline with connect() instead of run_in_foreground(), all SIGINTs will be ignored, though the flag self.stopped_by_signal is still changed to True.
-        logger.info(f"pipeline received SIGINT - stopping pipeline and all interfaces")
+        # In case someone launched a pipeline with connect() instead of
+        # run_in_foreground(), all SIGINTs will be ignored, though the flag self.stopped_by_signal
+        # is still changed to True.
 
     def run(self):
         """
diff --git a/tests/messengers/common/test_messenger_interface.py b/tests/messengers/common/test_messenger_interface.py
index 2790e95ad..9641073e3 100644
--- a/tests/messengers/common/test_messenger_interface.py
+++ b/tests/messengers/common/test_messenger_interface.py
@@ -1,18 +1,12 @@
+import asyncio
 import os
 import signal
-import asyncio
-import sys
-import pathlib
 import uuid
-import time
-
-# Must be removed, used only for debug purposes
-import logging
 
-from dff.script import RESPONSE, TRANSITIONS, Message, Context
-from dff.messengers.common import CLIMessengerInterface, CallbackMessengerInterface, PollingMessengerInterface
-from dff.pipeline import Pipeline
-import dff.script.conditions as cnd
+import chatsky.script.conditions as cnd
+from chatsky.messengers.common import PollingMessengerInterface
+from chatsky.pipeline import Pipeline
+from chatsky.script import RESPONSE, TRANSITIONS, Message, Context
 
 
 def repeat_message_back(ctx: Context, _: Pipeline, *args, **kwargs):
@@ -130,7 +124,9 @@ def not_obtained_requests(self):
                 # Is this the right way to run a random async function?
                 asyncio.create_task(self.shutdown())
 
-                # This shuts down the interface via the main method. The asyncio.CancelledError won't affect the workers due to shielding. If all the messages still get processed, then the workers are shielded.
+                # This shuts down the interface via the main method.
+                # The asyncio.CancelledError won't affect the workers due to shielding.
+                # If all the messages still get processed, then the workers are shielded.
             return True
 
         async def _get_updates(self):

From 5656437cdad3db476412810b3f32a0bc3d3d605a Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Fri, 16 Aug 2024 15:46:18 +0300
Subject: [PATCH 44/50] moving graceful termination to pipeline, windows
 support added back in, many minor review changes

---
 chatsky/messengers/common/interface.py     | 66 ++++++++++------------
 chatsky/pipeline/pipeline/pipeline.py      | 27 ++++++---
 tests/pipeline/test_messenger_interface.py |  2 +-
 3 files changed, 51 insertions(+), 44 deletions(-)

diff --git a/chatsky/messengers/common/interface.py b/chatsky/messengers/common/interface.py
index ad4dd3e4f..6d457500b 100644
--- a/chatsky/messengers/common/interface.py
+++ b/chatsky/messengers/common/interface.py
@@ -11,12 +11,8 @@
 import logging
 from pathlib import Path
 from tempfile import gettempdir
-import signal
-from functools import partial
-import time  # Don't forget to remove this
-import contextlib
 
-from typing import Optional, Any, List, Tuple, Hashable, TYPE_CHECKING, Type
+from typing import Optional, Any, Hashable, TYPE_CHECKING, Type
 
 if TYPE_CHECKING:
     from chatsky.script import Context, Message
@@ -37,9 +33,15 @@ class MessengerInterface(abc.ABC):
     def __init__(self):
         self.task = None
         self.pipeline = None
-        self.running_in_foreground = False
+        # I guess, it sounds more like "self.still_accepting_requests".
         self.running = True
+        """
+        Shows whether the interface is still accepting new requests.
+        """
         self.finished_working = False
+        """
+        Shows whether the interface has finished processing all of the requests received.
+        """
 
     @abc.abstractmethod
     async def connect(
@@ -77,22 +79,8 @@ async def run_in_foreground(
         worker_timeout: float = None,
         timeout: float = 0,
     ):
-        self.running_in_foreground = True
         self.pipeline = pipeline
 
-        # Functionally looks about the same as the other option, just not pretty
-        def placeholder_func(signum, frame):
-            pipeline.sigint_handler(async_loop)
-
-        async_loop = asyncio.get_running_loop()
-        signal.signal(signal.SIGINT, placeholder_func)
-
-        """
-        # This only works on Linux. Windows should work with 'signal', though.
-        async_loop = asyncio.get_running_loop()
-        async_loop.add_signal_handler(signal.SIGINT, partial(pipeline.sigint_handler, async_loop))
-        """
-
         # TODO: correctly redefine connect() in all interfaces.
         self.task = asyncio.create_task(
             self.connect(
@@ -116,7 +104,7 @@ def placeholder_func(signum, frame):
 
     async def shutdown(self):
         """
-        Right now, this cancels the main task (if it hasn't finished) and sets a flag self.running to False,
+        This cancels the main task (if it hasn't finished) and sets a flag self.running to False,
         so that any async tasks in loops can see that and turn off as soon as they are done.
         """
         logger.info(f"messenger_interface.shutdown() called - shutting down interface")
@@ -128,7 +116,7 @@ async def shutdown(self):
             # Awaiting self.task() throws an exception, but if the main task
             # of this interface has finished through any means (like a loop() function running out of loops),
             # the exception would break the program (nothing is there to catch it anymore),
-            # so instead the exception will be caught and nothing will happen.
+            # so instead the exception will be suppressed.
             if not self.finished_working:
                 raise asyncio.CancelledError
         logger.info(f"{type(self).__name__} has stopped working - SIGINT received")
@@ -220,17 +208,19 @@ async def _worker_job(self, worker_timeout: float):
         if request is not None:
             (ctx_id, update) = request
             async with self.pipeline.context_lock[ctx_id]:  # get exclusive access to this context among interfaces
-                # Trying to see if _process_request works at all. Looks like it does it just fine, actually
-                # await self._process_request(ctx_id, update, self.pipeline)
+                await asyncio.wait_for(
+                    await self._process_request(ctx_id, update, self.pipeline),
+                    timeout=worker_timeout,
+                )
                 # Doesn't work in a thread for some reason - it goes into an infinite cycle.
-                # """
+                """
                 await asyncio.wait_for(
                     await asyncio.to_thread(  # [optional] execute in a separate thread to avoid blocking
                         self._process_request, ctx_id, update, self.pipeline
                     ),
                     timeout=worker_timeout,
                 )
-                # """
+                """
             return False
         else:
             return True
@@ -279,10 +269,10 @@ async def _polling_loop(
                 await asyncio.sleep(timeout)
         finally:
             self.running = False
-            # If loop() is somehow True after being False once, this will be wrong.
+            # If loop() is somehow True after being False once, this logging will be wrong.
             # But no user would want to break their own logging, right?
             if loop() is False:
-                logger.info(f"polling_loop stopped working - the loop() condition was false")
+                logger.info(f"polling_loop stopped working - the loop() condition was False")
             else:
                 logger.info(f"polling_loop stopped working - the stop signal was received.")
             # If there are no more jobs/stop signal received, a special 'None' request is
@@ -307,15 +297,13 @@ async def connect(
             self._worker_tasks.append(task)
         await self._polling_loop(loop=loop, poll_timeout=poll_timeout, timeout=timeout)
 
-    # Workers for PollingMessengerInterface are awaited here.
-    # This probably shouldn't be in cleanup(), it may get overwritten
-    # by a user's cleanup if they derive from PollingMessengerInterface.
-    # Also, sounds like too critical of a component to call it "cleanup".
+    # Maybe "worker_cleanup" instead of this function name?
     async def cleanup(self):
+        """
+        Blocks until all workers are done.
+        """
         await super().cleanup()
         await asyncio.wait(self._worker_tasks)
-        # await asyncio.gather(*self._worker_tasks)
-        # Blocks until all workers are done
 
     def _on_exception(self, e: BaseException):
         """
@@ -337,8 +325,16 @@ class CallbackMessengerInterface(MessengerInterface):
 
     def __init__(self) -> None:
         self._pipeline_runner: Optional[PipelineRunnerFunction] = None
+        super().__init__()
 
-    async def connect(self, pipeline_runner: PipelineRunnerFunction):
+    async def connect(
+        self,
+        pipeline_runner: PipelineRunnerFunction,
+        loop: PollingInterfaceLoopFunction = lambda: True,
+        poll_timeout: float = None,
+        worker_timeout: float = None,
+        timeout: float = 0,
+    ):
         self._pipeline_runner = pipeline_runner
 
     async def on_request_async(
diff --git a/chatsky/pipeline/pipeline/pipeline.py b/chatsky/pipeline/pipeline/pipeline.py
index 679e170e1..6f1996f8e 100644
--- a/chatsky/pipeline/pipeline/pipeline.py
+++ b/chatsky/pipeline/pipeline/pipeline.py
@@ -15,7 +15,9 @@
 """
 
 import asyncio
+import os
 import signal
+from functools import partial
 import logging
 from typing import Union, List, Dict, Optional, Hashable, Callable
 
@@ -351,10 +353,14 @@ async def _run_pipeline(
         return ctx
 
     def sigint_handler(self, loop):
+        """
+        Method that is called when SIGINT is received.
+        Stops Pipeline and all it's interfaces.
+        """
         self.stopped_by_signal = True
         logger.info(f"pipeline received SIGINT - stopping pipeline and all interfaces")
         # asyncio.run(asyncio.gather(*[iface.shutdown() for iface in self.messenger_interfaces]))
-        if self.messenger_interface.running_in_foreground:
+        if self.messenger_interface.running:
             loop.run_until_complete(self.messenger_interface.shutdown())
         # In case someone launched a pipeline with connect() instead of
         # run_in_foreground(), all SIGINTs will be ignored, though the flag self.stopped_by_signal
@@ -367,16 +373,21 @@ def run(self):
         so every time user request is received, `_run_pipeline` will be called.
         This method can be both blocking and non-blocking. It depends on current `messenger_interface` nature.
         Message interfaces that run in a loop block current thread.
+        Wraps it's code in a_run() to start an asyncio 'event loop' needed for graceful termination.
         """
+        asyncio.run(self.a_run())
 
-        # event_loop = asyncio.get_event_loop()
-        # event_loop.add_signal_handler(signal.SIGINT, self._sigint_handler)
+    async def a_run(self):
+        async_loop = asyncio.get_running_loop()
+        if os.name == 'nt':
+            # Graceful termination for Windows.
+            def placeholder_func(signum, frame):
+                self.sigint_handler(async_loop)
 
-        # This doesn't work for now, because _sigint_handler is just added to the queue of async tasks, waiting for the program, which it shouldn't, in order to shut it down at all.
-        # I'm using a different solution fow now, but the original one has the benefit of utilising the event loop (not ending other asyncio tasks) and "being thread-safe" according to some sources, not sure if that's true or needed, though.
-        # TO-DO: Do graceful termination via the event loop. I'm thinking if the _sigint_handler() task could be added to the start of the asyncio queue and not the end, it would've worked. But I know neither if that'll work nor how to do it.
-
-        # signal.signal(signal.SIGINT, self.sigint_handler)
+            signal.signal(signal.SIGINT, placeholder_func)
+        else:
+            # Graceful termination for Linux / macOS / other.
+            async_loop.add_signal_handler(signal.SIGINT, partial(self.sigint_handler, async_loop))
 
         asyncio.run(self.messenger_interface.run_in_foreground(self, self._run_pipeline))
         logger.info(f"pipeline finished working")
diff --git a/tests/pipeline/test_messenger_interface.py b/tests/pipeline/test_messenger_interface.py
index e971c0b89..59797972a 100644
--- a/tests/pipeline/test_messenger_interface.py
+++ b/tests/pipeline/test_messenger_interface.py
@@ -51,7 +51,7 @@ def loop() -> bool:
     loop.runs_left = 5
 
     # Literally what happens in pipeline.run()
-    asyncio.run(pipeline.messenger_interface.run_in_foreground(pipeline, loop=loop))
+    asyncio.run(pipeline.messenger_interface.run_in_foreground(pipeline, pipeline._run_pipeline, loop=loop))
 
 
 def test_callback_messenger_interface(monkeypatch):

From cd162555e795e8b58e919135922bfdb74d22ede4 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Fri, 16 Aug 2024 16:59:12 +0300
Subject: [PATCH 45/50] in the process of fixing bugs, docs partially added

---
 chatsky/messengers/common/interface.py        |  1 +
 chatsky/pipeline/pipeline/pipeline.py         |  5 ++--
 .../common/test_messenger_interface.py        | 28 ++++++++++++++-----
 3 files changed, 25 insertions(+), 9 deletions(-)

diff --git a/chatsky/messengers/common/interface.py b/chatsky/messengers/common/interface.py
index 6d457500b..216b10899 100644
--- a/chatsky/messengers/common/interface.py
+++ b/chatsky/messengers/common/interface.py
@@ -295,6 +295,7 @@ async def connect(
         for i in range(self.number_of_workers):
             task = asyncio.create_task(asyncio.shield(self._worker(worker_timeout)))
             self._worker_tasks.append(task)
+        print("worker tasks:", self._worker_tasks)
         await self._polling_loop(loop=loop, poll_timeout=poll_timeout, timeout=timeout)
 
     # Maybe "worker_cleanup" instead of this function name?
diff --git a/chatsky/pipeline/pipeline/pipeline.py b/chatsky/pipeline/pipeline/pipeline.py
index 6f1996f8e..3ce69c13a 100644
--- a/chatsky/pipeline/pipeline/pipeline.py
+++ b/chatsky/pipeline/pipeline/pipeline.py
@@ -17,6 +17,7 @@
 import asyncio
 import os
 import signal
+from asyncio import AbstractEventLoop
 from functools import partial
 import logging
 from typing import Union, List, Dict, Optional, Hashable, Callable
@@ -352,7 +353,7 @@ async def _run_pipeline(
 
         return ctx
 
-    def sigint_handler(self, loop):
+    def sigint_handler(self, loop: AbstractEventLoop) -> None:
         """
         Method that is called when SIGINT is received.
         Stops Pipeline and all it's interfaces.
@@ -379,7 +380,7 @@ def run(self):
 
     async def a_run(self):
         async_loop = asyncio.get_running_loop()
-        if os.name == 'nt':
+        if os.name == "nt":
             # Graceful termination for Windows.
             def placeholder_func(signum, frame):
                 self.sigint_handler(async_loop)
diff --git a/tests/messengers/common/test_messenger_interface.py b/tests/messengers/common/test_messenger_interface.py
index 9641073e3..8e3b2ec76 100644
--- a/tests/messengers/common/test_messenger_interface.py
+++ b/tests/messengers/common/test_messenger_interface.py
@@ -47,7 +47,8 @@ async def _respond(self, ctx_id, last_response):
 
 def test_echo_responses():
     # logger = logging.getLogger(__name__)
-    # logging.basicConfig(level=logging.DEBUG, filename="test_log.log",filemode="w", format="%(asctime)s %(levelname)s %(message)s")
+    # logging.basicConfig(level=logging.DEBUG,
+    # filename="test_log.log",filemode="w", format="%(asctime)s %(levelname)s %(message)s")
     class TestPollingInterface(BaseTestPollingInterface):
         def __init__(self):
             super().__init__()
@@ -85,8 +86,12 @@ def __init__(self):
             self.expected_updates = [(0, "id: 1"), (1, "id: 3"), (0, "id: 2")]
             self.received_updates = []
 
-        # First worker is ordered to hand over control to (0, id: 2), which immediately gives it back because of the ContextLock(). Then, id: 3 gets completed right away, due to there not being any more 'await' statements there.
-        # What's important here is that the worker for the "id: 2" couldn't start working on it's task immediately, because of ContextLock(), proving it's function. Even though it was given control with an 'await' just below.
+        # First worker is ordered to hand over control to (0, id: 2),
+        # which immediately gives it back because of the ContextLock().
+        # Then, id: 3 gets completed right away, due to there not being any more 'await' statements there.
+        # What's important here is that the worker for the "id: 2" couldn't start
+        # working on it's task immediately, because of ContextLock(), proving it's function.
+        # Even though it was given control with an 'await' just below.
         async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
             context = await pipeline._run_pipeline(update, ctx_id)
             if context.last_response.text == "id: 1":
@@ -145,7 +150,8 @@ async def cleanup(self):
             await super().cleanup()
             pass
             # This is here, so that workers have a bit of time to complete the remaining requests.
-            # Without this line the test fails, because there's nothing blocking the code further and the assertions execute immediately after.
+            # Without this line the test fails, because there's nothing blocking
+            # the code further and the assertions execute immediately after.
 
     new_pipeline = Pipeline.from_script(
         ECHO_SCRIPT,
@@ -195,14 +201,22 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
             context = await pipeline._run_pipeline(update, ctx_id)
             await self._respond(ctx_id, context.last_response)
 
-            # This shuts down the entire program via graceful termination. If the received messages are correct even after a SIGINT, the program has working graceful termination.
-            # Ok, so it's interesting. When using time.sleep() graceful termination works, but when using an 'await asyncio.sleep()' the test breaks, because the exception from 'shutdown()' isn't caught. I couldn't figure it out, but now I think it's logical. When SIGINT is received by a new signal handler that I made, the program throws an exception into whichever async function it's currently in, could be any of them.
+            # This shuts down the entire program via graceful termination.
+            # If the received messages are correct even after a SIGINT,
+            # the program has working graceful termination.
+            # Ok, so it's interesting. When using time.sleep() graceful termination works,
+            # but when using an 'await asyncio.sleep()' the test breaks,
+            # because the exception from 'shutdown()' isn't caught. I couldn't figure it out,
+            # but now I think it's logical. When SIGINT is received by a new signal handler
+            # that I made, the program throws an exception into whichever async
+            # function it's currently in, could be any of them.
 
         async def cleanup(self):
             await super().cleanup()
             pass
             # This is here, so that workers have a bit of time to complete the remaining requests.
-            # Without this line the test fails, because there's nothing blocking the code further and the assertions execute immediately after.
+            # Without this line the test fails, because there's nothing blocking the code
+            # further and the assertions execute immediately after.
 
     new_pipeline = Pipeline.from_script(
         ECHO_SCRIPT,

From 3282d182ed9e584916eb28cc85974da80378bce2 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 21 Aug 2024 14:25:13 +0300
Subject: [PATCH 46/50] new LongpollingMessengerInterface drafted + removing
 run_in_foreground (not done)

---
 chatsky/messengers/common/interface.py   | 59 ++----------------------
 chatsky/messengers/telegram/abstract.py  |  2 -
 chatsky/messengers/telegram/interface.py | 35 ++++++++++++--
 chatsky/pipeline/pipeline/pipeline.py    | 15 +++++-
 4 files changed, 49 insertions(+), 62 deletions(-)

diff --git a/chatsky/messengers/common/interface.py b/chatsky/messengers/common/interface.py
index 216b10899..97dec51c1 100644
--- a/chatsky/messengers/common/interface.py
+++ b/chatsky/messengers/common/interface.py
@@ -31,8 +31,6 @@ class MessengerInterface(abc.ABC):
     """
 
     def __init__(self):
-        self.task = None
-        self.pipeline = None
         # I guess, it sounds more like "self.still_accepting_requests".
         self.running = True
         """
@@ -47,10 +45,6 @@ def __init__(self):
     async def connect(
         self,
         pipeline_runner: PipelineRunnerFunction,
-        loop: PollingInterfaceLoopFunction = lambda: True,
-        poll_timeout: float = None,
-        worker_timeout: float = None,
-        timeout: float = 0,
     ):
         """
         Method invoked when message interface is instantiated and connection is established.
@@ -70,38 +64,6 @@ async def cleanup(self):
         """
         pass
 
-    async def run_in_foreground(
-        self,
-        pipeline: Pipeline,
-        pipeline_runner: PipelineRunnerFunction,
-        loop: PollingInterfaceLoopFunction = lambda: True,
-        poll_timeout: float = None,
-        worker_timeout: float = None,
-        timeout: float = 0,
-    ):
-        self.pipeline = pipeline
-
-        # TODO: correctly redefine connect() in all interfaces.
-        self.task = asyncio.create_task(
-            self.connect(
-                pipeline_runner,
-                loop=loop,
-                poll_timeout=poll_timeout,
-                worker_timeout=worker_timeout,
-                timeout=timeout,
-            )
-        )
-
-        try:
-            await self.task
-        except asyncio.CancelledError:
-            # Making sure shutdown() has control during cancellation.
-            await asyncio.sleep(0)
-        finally:
-            await self.cleanup()
-
-        self.finished_working = True
-
     async def shutdown(self):
         """
         This cancels the main task (if it hasn't finished) and sets a flag self.running to False,
@@ -176,7 +138,8 @@ class PollingMessengerInterface(MessengerInterface):
     Polling message interface runs in a loop, constantly asking users for a new input.
     """
 
-    def __init__(self, number_of_workers: int = 2):
+    def __init__(self, pipeline: Pipeline = None, number_of_workers: int = 2):
+        self.pipeline = pipeline
         self.request_queue = asyncio.Queue()
         self.number_of_workers = number_of_workers
         self._worker_tasks = []
@@ -187,12 +150,13 @@ async def _respond(self, ctx_id, last_response):
         """
         Method used for sending users responses for their last input.
 
-        :param ctx_id: Context id, specifies the user id. Without multiple messenger interfaces it's basically a redundant parameter, because this function is just a more complex `print(last_response)`. (Change before merge)
+        :param ctx_id: Context id, specifies the user id. Without multiple messenger interfaces it's basically a
+         redundant parameter, because this function is just a more complex `print(last_response)`. (Change before merge)
         :param last_response: Latest response from the pipeline which should be relayed to the specified user.
         """
         raise NotImplementedError
 
-    async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
+    async def _process_request(self, ctx_id: Any, update: Message, pipeline: Pipeline):
         """
         Process a new update for ctx.
         """
@@ -212,15 +176,6 @@ async def _worker_job(self, worker_timeout: float):
                     await self._process_request(ctx_id, update, self.pipeline),
                     timeout=worker_timeout,
                 )
-                # Doesn't work in a thread for some reason - it goes into an infinite cycle.
-                """
-                await asyncio.wait_for(
-                    await asyncio.to_thread(  # [optional] execute in a separate thread to avoid blocking
-                        self._process_request, ctx_id, update, self.pipeline
-                    ),
-                    timeout=worker_timeout,
-                )
-                """
             return False
         else:
             return True
@@ -331,10 +286,6 @@ def __init__(self) -> None:
     async def connect(
         self,
         pipeline_runner: PipelineRunnerFunction,
-        loop: PollingInterfaceLoopFunction = lambda: True,
-        poll_timeout: float = None,
-        worker_timeout: float = None,
-        timeout: float = 0,
     ):
         self._pipeline_runner = pipeline_runner
 
diff --git a/chatsky/messengers/telegram/abstract.py b/chatsky/messengers/telegram/abstract.py
index 30742579d..f82c305fc 100644
--- a/chatsky/messengers/telegram/abstract.py
+++ b/chatsky/messengers/telegram/abstract.py
@@ -93,8 +93,6 @@ def __init__(self, token: str, attachments_directory: Optional[Path] = None) ->
             raise ImportError("`python-telegram-bot` package is missing.\nTry to run `pip install chatsky[telegram]`.")
 
         self.application = Application.builder().token(token).build()
-        self.application.add_handler(MessageHandler(ALL, self.on_message))
-        self.application.add_handler(CallbackQueryHandler(self.on_callback))
 
     async def get_attachment_bytes(self, source: str) -> bytes:
         file = await self.application.bot.get_file(source)
diff --git a/chatsky/messengers/telegram/interface.py b/chatsky/messengers/telegram/interface.py
index 5015fbf2f..f9f2dcd25 100644
--- a/chatsky/messengers/telegram/interface.py
+++ b/chatsky/messengers/telegram/interface.py
@@ -8,17 +8,29 @@
 from pathlib import Path
 from typing import Any, Optional
 
+from chatsky.script import Message
+
+from chatsky.messengers.common import PollingMessengerInterface
+
 from chatsky.pipeline.types import PipelineRunnerFunction
 
 from .abstract import _AbstractTelegramInterface
 
+try:
+    from telegram.ext import MessageHandler, CallbackQueryHandler
+    from telegram.ext.filters import ALL
+
+    telegram_available = True
+except ImportError:
+    telegram_available = False
+
 try:
     from telegram import Update
 except ImportError:
     Update = Any
 
 
-class LongpollingInterface(_AbstractTelegramInterface):
+class LongpollingInterface(_AbstractTelegramInterface, PollingMessengerInterface):
     """
     Telegram messenger interface, that requests Telegram API in a loop.
 
@@ -35,11 +47,24 @@ def __init__(
         self.interval = interval
         self.timeout = timeout
 
-    async def connect(self, pipeline_runner: PipelineRunnerFunction, *args, **kwargs):
-        await super().connect(pipeline_runner, *args, **kwargs)
-        self.application.run_polling(
+    async def _get_updates(self) -> list[tuple[Any, Message]]:
+        updates = self.application.bot.get_updates(
             poll_interval=self.interval, timeout=self.timeout, allowed_updates=Update.ALL_TYPES
         )
+        parsed_updates = []
+        for update in updates:
+            data_available = update.message is not None or update.callback_query is not None
+            if update.effective_chat is not None and data_available:
+                message = self.extract_message_from_telegram(update)
+                message.original_message = update
+                parsed_updates.append((update.effective_chat.id, message))
+        return parsed_updates
+
+    async def _respond(self, ctx_id, last_response):
+        if last_response is not None:
+            await self.cast_message_to_telegram_and_send(
+                self.application.bot, ctx_id, last_response
+            )
 
 
 class WebhookInterface(_AbstractTelegramInterface):
@@ -59,6 +84,8 @@ def __init__(
         super().__init__(token, attachments_directory)
         self.listen = host
         self.port = port
+        self.application.add_handler(MessageHandler(ALL, self.on_message))
+        self.application.add_handler(CallbackQueryHandler(self.on_callback))
 
     async def connect(self, pipeline_runner: PipelineRunnerFunction, *args, **kwargs):
         await super().connect(pipeline_runner, *args, **kwargs)
diff --git a/chatsky/pipeline/pipeline/pipeline.py b/chatsky/pipeline/pipeline/pipeline.py
index 3ce69c13a..b00c43467 100644
--- a/chatsky/pipeline/pipeline/pipeline.py
+++ b/chatsky/pipeline/pipeline/pipeline.py
@@ -390,7 +390,18 @@ def placeholder_func(signum, frame):
             # Graceful termination for Linux / macOS / other.
             async_loop.add_signal_handler(signal.SIGINT, partial(self.sigint_handler, async_loop))
 
-        asyncio.run(self.messenger_interface.run_in_foreground(self, self._run_pipeline))
+        interface_task = asyncio.create_task(self.messenger_interface.connect(self._run_pipeline))
+
+        try:
+            await interface_task
+        except asyncio.CancelledError:
+            # Making sure shutdown() has control during cancellation.
+            await asyncio.sleep(0)
+        finally:
+            await self.messenger_interface.cleanup()
+            self.messenger_interface.finished_working = True
+
+        asyncio.run(self.messenger_interface.connect(self._run_pipeline, self))
         logger.info(f"pipeline finished working")
 
     def __call__(
@@ -416,6 +427,6 @@ def __init__(self):
         self.locks = {}
 
     def __getitem__(self, key):
-        if not key in self.locks:
+        if key not in self.locks:
             self.locks[key] = asyncio.Lock()
         return self.locks[key]

From 6fde6c387965aa263791dc33125713f5ebf050d6 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 21 Aug 2024 14:36:18 +0300
Subject: [PATCH 47/50] lint

---
 chatsky/messengers/common/interface.py              | 8 ++++----
 chatsky/messengers/telegram/abstract.py             | 3 +--
 chatsky/messengers/telegram/interface.py            | 4 +---
 chatsky/pipeline/pipeline/pipeline.py               | 4 ++--
 tests/messengers/common/test_messenger_interface.py | 8 ++++----
 tests/pipeline/test_messenger_interface.py          | 2 +-
 6 files changed, 13 insertions(+), 16 deletions(-)

diff --git a/chatsky/messengers/common/interface.py b/chatsky/messengers/common/interface.py
index 97dec51c1..30d3d293c 100644
--- a/chatsky/messengers/common/interface.py
+++ b/chatsky/messengers/common/interface.py
@@ -69,7 +69,7 @@ async def shutdown(self):
         This cancels the main task (if it hasn't finished) and sets a flag self.running to False,
         so that any async tasks in loops can see that and turn off as soon as they are done.
         """
-        logger.info(f"messenger_interface.shutdown() called - shutting down interface")
+        logger.info("messenger_interface.shutdown() called - shutting down interface")
         self.running = False
         self.task.cancel()
         try:
@@ -187,7 +187,7 @@ async def _worker(self, worker_timeout: float):
             try:
                 no_more_jobs = self._worker_job(worker_timeout=worker_timeout)
                 if no_more_jobs:
-                    logger.info(f"Worker finished working - all remaining requests have been processed.")
+                    logger.info("Worker finished working - all remaining requests have been processed.")
                     # Polling_loop should give the required data on whether the stop signal was sent or if
                     # the loop() function gave 'False'.
                     break
@@ -227,9 +227,9 @@ async def _polling_loop(
             # If loop() is somehow True after being False once, this logging will be wrong.
             # But no user would want to break their own logging, right?
             if loop() is False:
-                logger.info(f"polling_loop stopped working - the loop() condition was False")
+                logger.info("polling_loop stopped working - the loop() condition was False")
             else:
-                logger.info(f"polling_loop stopped working - the stop signal was received.")
+                logger.info("polling_loop stopped working - the stop signal was received.")
             # If there are no more jobs/stop signal received, a special 'None' request is
             # sent to the queue (one for each worker), they shut down the workers.
             # In case of more workers than two, change the number of 'None' requests to the new number of workers.
diff --git a/chatsky/messengers/telegram/abstract.py b/chatsky/messengers/telegram/abstract.py
index f82c305fc..e7c561ef7 100644
--- a/chatsky/messengers/telegram/abstract.py
+++ b/chatsky/messengers/telegram/abstract.py
@@ -41,8 +41,7 @@
         Update,
         Message as TelegramMessage,
     )
-    from telegram.ext import Application, ExtBot, MessageHandler, CallbackQueryHandler
-    from telegram.ext.filters import ALL
+    from telegram.ext import Application, ExtBot
 
     telegram_available = True
 except ImportError:
diff --git a/chatsky/messengers/telegram/interface.py b/chatsky/messengers/telegram/interface.py
index f9f2dcd25..ff7ac2a0d 100644
--- a/chatsky/messengers/telegram/interface.py
+++ b/chatsky/messengers/telegram/interface.py
@@ -62,9 +62,7 @@ async def _get_updates(self) -> list[tuple[Any, Message]]:
 
     async def _respond(self, ctx_id, last_response):
         if last_response is not None:
-            await self.cast_message_to_telegram_and_send(
-                self.application.bot, ctx_id, last_response
-            )
+            await self.cast_message_to_telegram_and_send(self.application.bot, ctx_id, last_response)
 
 
 class WebhookInterface(_AbstractTelegramInterface):
diff --git a/chatsky/pipeline/pipeline/pipeline.py b/chatsky/pipeline/pipeline/pipeline.py
index b00c43467..e47340ed6 100644
--- a/chatsky/pipeline/pipeline/pipeline.py
+++ b/chatsky/pipeline/pipeline/pipeline.py
@@ -359,7 +359,7 @@ def sigint_handler(self, loop: AbstractEventLoop) -> None:
         Stops Pipeline and all it's interfaces.
         """
         self.stopped_by_signal = True
-        logger.info(f"pipeline received SIGINT - stopping pipeline and all interfaces")
+        logger.info("pipeline received SIGINT - stopping pipeline and all interfaces")
         # asyncio.run(asyncio.gather(*[iface.shutdown() for iface in self.messenger_interfaces]))
         if self.messenger_interface.running:
             loop.run_until_complete(self.messenger_interface.shutdown())
@@ -402,7 +402,7 @@ def placeholder_func(signum, frame):
             self.messenger_interface.finished_working = True
 
         asyncio.run(self.messenger_interface.connect(self._run_pipeline, self))
-        logger.info(f"pipeline finished working")
+        logger.info("pipeline finished working")
 
     def __call__(
         self, request: Message, ctx_id: Optional[Hashable] = None, update_ctx_misc: Optional[dict] = None
diff --git a/tests/messengers/common/test_messenger_interface.py b/tests/messengers/common/test_messenger_interface.py
index 8e3b2ec76..a84a4760b 100644
--- a/tests/messengers/common/test_messenger_interface.py
+++ b/tests/messengers/common/test_messenger_interface.py
@@ -74,7 +74,7 @@ async def _get_updates(self):
 
     for i in range(4):
         assert interface.expected_updates[i] == interface.received_updates[i]
-    assert interface.not_obtained_updates() == False
+    assert interface.not_obtained_updates() is False
 
 
 def test_context_lock():
@@ -108,7 +108,7 @@ async def _process_request(self, ctx_id, update: Message, pipeline: Pipeline):
     asyncio.run(new_pipeline.messenger_interface.run_in_foreground(new_pipeline, loop=interface.not_obtained_updates))
     for i in range(3):
         assert interface.expected_updates[i][1] == interface.received_updates[i]
-    assert interface.not_obtained_updates() == False
+    assert interface.not_obtained_updates() is False
 
 
 def test_worker_shielding():
@@ -230,5 +230,5 @@ async def cleanup(self):
     print(interface.received_updates)
     for i in range(len(interface.expected_updates)):
         assert interface.expected_updates[i] == interface.received_updates[i]
-    assert interface.not_obtained_updates() == False
-    assert interface.not_obtained_requests() == True
+    assert interface.not_obtained_updates() is False
+    assert interface.not_obtained_requests() is True
diff --git a/tests/pipeline/test_messenger_interface.py b/tests/pipeline/test_messenger_interface.py
index 59797972a..4ce3d860b 100644
--- a/tests/pipeline/test_messenger_interface.py
+++ b/tests/pipeline/test_messenger_interface.py
@@ -2,7 +2,7 @@
 import sys
 import pathlib
 
-from chatsky.script import RESPONSE, TRANSITIONS, Message, Context
+from chatsky.script import RESPONSE, TRANSITIONS, Message
 from chatsky.messengers.console import CLIMessengerInterface
 from chatsky.messengers.common import CallbackMessengerInterface
 from chatsky.pipeline import Pipeline

From 6334b8eab3087a48fd22501199bb33e5d375e3f5 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Wed, 21 Aug 2024 14:39:51 +0300
Subject: [PATCH 48/50] lint

---
 chatsky/pipeline/pipeline/pipeline.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/chatsky/pipeline/pipeline/pipeline.py b/chatsky/pipeline/pipeline/pipeline.py
index 83544f220..2bbc7634d 100644
--- a/chatsky/pipeline/pipeline/pipeline.py
+++ b/chatsky/pipeline/pipeline/pipeline.py
@@ -21,7 +21,7 @@
 from functools import partial
 import logging
 from functools import cached_property
-from typing import Union, List, Dict, Optional, Hashable, Callable
+from typing import Union, List, Dict, Optional, Hashable, Callable, Any
 from pydantic import BaseModel, Field, model_validator, computed_field
 
 from chatsky.context_storages import DBContextStorage
@@ -132,7 +132,7 @@ class Pipeline(BaseModel, extra="forbid", arbitrary_types_allowed=True):
     of the script should be parallelized over respective groups.
     """
     _clean_turn_cache: Optional[bool]
-    context_lock: Optional[Any] = ContextLock()
+    context_lock: Optional[Any] = None
 
     @computed_field
     @cached_property
@@ -167,6 +167,8 @@ def __pipeline_init__(self):
         if self.optimization_warnings:
             self._services_pipeline.log_optimization_warnings()
 
+        self.context_lock = ContextLock()
+
         # NB! The following API is highly experimental and may be removed at ANY time WITHOUT FURTHER NOTICE!!
         self._clean_turn_cache = True
         if self._clean_turn_cache:

From 9a2381af0399ea0db89e348cee37f5c1b2d0dfc4 Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Fri, 23 Aug 2024 15:56:31 +0300
Subject: [PATCH 49/50] fully removed run_in_foreground, some changes to
 graceful termination

---
 chatsky/messengers/common/interface.py | 40 +++------------
 chatsky/pipeline/pipeline/pipeline.py  | 69 +++++++++++---------------
 2 files changed, 37 insertions(+), 72 deletions(-)

diff --git a/chatsky/messengers/common/interface.py b/chatsky/messengers/common/interface.py
index 30d3d293c..b69b79a54 100644
--- a/chatsky/messengers/common/interface.py
+++ b/chatsky/messengers/common/interface.py
@@ -13,6 +13,7 @@
 from tempfile import gettempdir
 
 from typing import Optional, Any, Hashable, TYPE_CHECKING, Type
+from pydantic import BaseModel
 
 if TYPE_CHECKING:
     from chatsky.script import Context, Message
@@ -24,22 +25,16 @@
 logger = logging.getLogger(__name__)
 
 
-class MessengerInterface(abc.ABC):
+class MessengerInterface(abc.ABC, BaseModel):
     """
     Class that represents a message interface used for communication between pipeline and users.
     It is responsible for connection between user and pipeline, as well as for request-response transactions.
     """
 
-    def __init__(self):
-        # I guess, it sounds more like "self.still_accepting_requests".
-        self.running = True
-        """
-        Shows whether the interface is still accepting new requests.
-        """
-        self.finished_working = False
-        """
-        Shows whether the interface has finished processing all of the requests received.
-        """
+    running: bool = True
+    """Shows whether the interface is still accepting new requests."""
+    finished_working: bool = False
+    """Shows whether the interface has finished processing all of the requests received."""
 
     @abc.abstractmethod
     async def connect(
@@ -60,29 +55,10 @@ async def cleanup(self):
         A placeholder method for any cleanup code you want to be
         called before shutting down the program.
         You can redefine this method in your class.
-        Note you need to call cleanup() of the parent class.
+        Note you also need to call cleanup() of the parent class.
         """
         pass
 
-    async def shutdown(self):
-        """
-        This cancels the main task (if it hasn't finished) and sets a flag self.running to False,
-        so that any async tasks in loops can see that and turn off as soon as they are done.
-        """
-        logger.info("messenger_interface.shutdown() called - shutting down interface")
-        self.running = False
-        self.task.cancel()
-        try:
-            await self.task
-        except asyncio.CancelledError:
-            # Awaiting self.task() throws an exception, but if the main task
-            # of this interface has finished through any means (like a loop() function running out of loops),
-            # the exception would break the program (nothing is there to catch it anymore),
-            # so instead the exception will be suppressed.
-            if not self.finished_working:
-                raise asyncio.CancelledError
-        logger.info(f"{type(self).__name__} has stopped working - SIGINT received")
-
 
 class MessengerInterfaceWithAttachments(MessengerInterface, abc.ABC):
     """
@@ -173,7 +149,7 @@ async def _worker_job(self, worker_timeout: float):
             (ctx_id, update) = request
             async with self.pipeline.context_lock[ctx_id]:  # get exclusive access to this context among interfaces
                 await asyncio.wait_for(
-                    await self._process_request(ctx_id, update, self.pipeline),
+                    self._process_request(ctx_id, update, self.pipeline),
                     timeout=worker_timeout,
                 )
             return False
diff --git a/chatsky/pipeline/pipeline/pipeline.py b/chatsky/pipeline/pipeline/pipeline.py
index 2bbc7634d..9b0efcccf 100644
--- a/chatsky/pipeline/pipeline/pipeline.py
+++ b/chatsky/pipeline/pipeline/pipeline.py
@@ -62,30 +62,20 @@ class Pipeline(BaseModel, extra="forbid", arbitrary_types_allowed=True):
     service group by merging `pre_services` + actor + `post_services`. It will always be named pipeline.
     """
     script: Union[Script, Dict]
-    """
-    (required) A :py:class:`~.Script` instance (object or dict).
-    """
+    """(required) A :py:class:`~.Script` instance (object or dict)."""
     start_label: NodeLabel2Type
-    """
-    (required) :py:class:`~.Actor` start label.
-    """
+    """(required) :py:class:`~.Actor` start label."""
     fallback_label: Optional[NodeLabel2Type] = None
-    """
-    :py:class:`~.Actor` fallback label.
-    """
+    """:py:class:`~.Actor` fallback label."""
     label_priority: float = 1.0
     """
     Default priority value for all actor :py:const:`labels <chatsky.script.ConstLabel>`
     where there is no priority. Defaults to `1.0`.
     """
     condition_handler: Callable = Field(default=default_condition_handler)
-    """
-    Handler that processes a call of actor condition functions. Defaults to `None`.
-    """
+    """Handler that processes a call of actor condition functions. Defaults to `None`."""
     slots: GroupSlot = Field(default_factory=GroupSlot)
-    """
-    Slots configuration.
-    """
+    """Slots configuration."""
     handlers: Dict[ActorStage, List[Callable]] = Field(default_factory=dict)
     """
     This variable is responsible for the usage of external handlers on
@@ -96,26 +86,18 @@ class Pipeline(BaseModel, extra="forbid", arbitrary_types_allowed=True):
 
     """
     messenger_interface: MessengerInterface = Field(default_factory=CLIMessengerInterface)
-    """
-    An `AbsMessagingInterface` instance for this pipeline.
-    """
+    """An `AbsMessagingInterface` instance for this pipeline."""
     context_storage: Union[DBContextStorage, Dict] = Field(default_factory=dict)
     """
     A :py:class:`~.DBContextStorage` instance for this pipeline or
     a dict to store dialog :py:class:`~.Context`.
     """
     before_handler: ComponentExtraHandler = Field(default_factory=list)
-    """
-    List of :py:class:`~._ComponentExtraHandler` to add to the group.
-    """
+    """List of :py:class:`~._ComponentExtraHandler` to add to the group."""
     after_handler: ComponentExtraHandler = Field(default_factory=list)
-    """
-    List of :py:class:`~._ComponentExtraHandler` to add to the group.
-    """
+    """List of :py:class:`~._ComponentExtraHandler` to add to the group."""
     timeout: Optional[float] = None
-    """
-    Timeout to add to pipeline root service group.
-    """
+    """Timeout to add to pipeline root service group."""
     optimization_warnings: bool = False
     """
     Asynchronous pipeline optimization check request flag;
@@ -271,19 +253,21 @@ def sigint_handler(self, loop: AbstractEventLoop) -> None:
         Method that is called when SIGINT is received.
         Stops Pipeline and all it's interfaces.
         """
-        self.stopped_by_signal = True
         logger.info("pipeline received SIGINT - stopping pipeline and all interfaces")
-        # asyncio.run(asyncio.gather(*[iface.shutdown() for iface in self.messenger_interfaces]))
-        if self.messenger_interface.running:
-            loop.run_until_complete(self.messenger_interface.shutdown())
-        # In case someone launched a pipeline with connect() instead of
-        # run_in_foreground(), all SIGINTs will be ignored, though the flag self.stopped_by_signal
-        # is still changed to True.
+        self.stopped_by_signal = True
+        # replace 'messenger_interface' with 'messenger_interfaces' after merging with MultipleInterfaces
+        for interface in self.messenger_interface:
+            interface.running = False
+        self._interface_task.cancel()
+        try:
+            loop.run_until_complete(self._interface_task)
+        except asyncio.CancelledError:
+            pass
 
     def run(self):
         """
         Method that starts a pipeline and connects to `messenger_interface`.
-        It passes `_run_pipeline` to `messenger_interface` as a callbacks,
+        It passes `_run_pipeline` to `messenger_interface` as a callback,
         so every time user request is received, `_run_pipeline` will be called.
         This method can be both blocking and non-blocking. It depends on current `messenger_interface` nature.
         Message interfaces that run in a loop block current thread.
@@ -303,16 +287,21 @@ def placeholder_func(signum, frame):
             # Graceful termination for Linux / macOS / other.
             async_loop.add_signal_handler(signal.SIGINT, partial(self.sigint_handler, async_loop))
 
-        interface_task = asyncio.create_task(self.messenger_interface.connect(self._run_pipeline))
+        self._interface_task = asyncio.create_task(self.messenger_interface.connect(self._run_pipeline))
 
         try:
-            await interface_task
+            await self._interface_task
         except asyncio.CancelledError:
+            pass
             # Making sure shutdown() has control during cancellation.
-            await asyncio.sleep(0)
+            # await asyncio.sleep(0)
         finally:
-            await self.messenger_interface.cleanup()
-            self.messenger_interface.finished_working = True
+            await asyncio.gather(*[interface.cleanup() for interface in self.messenger_interfaces()])
+            """
+            for interface in self.messenger_interface:
+                interface.finished_working = True
+            """
+
 
         asyncio.run(self.messenger_interface.connect(self._run_pipeline, self))
         logger.info("pipeline finished working")

From b8c99d9b1af56627d7c6506b05b8ba54894b272e Mon Sep 17 00:00:00 2001
From: ZergLev <vasilev.sv@phystech.edu>
Date: Fri, 23 Aug 2024 16:07:43 +0300
Subject: [PATCH 50/50] in the process of switching to BaseModel + other
 changes

---
 chatsky/messengers/common/interface.py | 36 +++++++++++---------------
 chatsky/pipeline/pipeline/pipeline.py  |  1 -
 2 files changed, 15 insertions(+), 22 deletions(-)

diff --git a/chatsky/messengers/common/interface.py b/chatsky/messengers/common/interface.py
index b69b79a54..fa1a6c4d7 100644
--- a/chatsky/messengers/common/interface.py
+++ b/chatsky/messengers/common/interface.py
@@ -113,13 +113,9 @@ class PollingMessengerInterface(MessengerInterface):
     """
     Polling message interface runs in a loop, constantly asking users for a new input.
     """
-
-    def __init__(self, pipeline: Pipeline = None, number_of_workers: int = 2):
-        self.pipeline = pipeline
-        self.request_queue = asyncio.Queue()
-        self.number_of_workers = number_of_workers
-        self._worker_tasks = []
-        super().__init__()
+    number_of_workers: int = 2
+    _request_queue = asyncio.Queue()
+    _worker_tasks = []
 
     @abc.abstractmethod
     async def _respond(self, ctx_id, last_response):
@@ -132,24 +128,22 @@ async def _respond(self, ctx_id, last_response):
         """
         raise NotImplementedError
 
-    async def _process_request(self, ctx_id: Any, update: Message, pipeline: Pipeline):
-        """
-        Process a new update for ctx.
-        """
-        context = await pipeline._run_pipeline(update, ctx_id)
+    async def _process_request(self, ctx_id: Any, update: Message, pipeline_runner: PipelineRunnerFunction):
+        """Process a new update for ctx."""
+        context = await pipeline_runner(update, ctx_id)
         await self._respond(ctx_id, context.last_response)
 
-    async def _worker_job(self, worker_timeout: float):
+    async def _worker_job(self, pipeline_runner: PipelineRunnerFunction, worker_timeout: float):
         """
         Obtain Lock over the current context,
         Process the update and send it.
         """
-        request = await self.request_queue.get()
+        request = await self._request_queue.get()
         if request is not None:
             (ctx_id, update) = request
             async with self.pipeline.context_lock[ctx_id]:  # get exclusive access to this context among interfaces
                 await asyncio.wait_for(
-                    self._process_request(ctx_id, update, self.pipeline),
+                    self._process_request(ctx_id, update, pipeline_runner),
                     timeout=worker_timeout,
                 )
             return False
@@ -158,10 +152,10 @@ async def _worker_job(self, worker_timeout: float):
 
     # This worker doesn't save the request and basically deletes it from the queue in case it can't process it.
     # An option to save the request may be fitting? Maybe with an amount of retries.
-    async def _worker(self, worker_timeout: float):
-        while self.running or not self.request_queue.empty():
+    async def _worker(self, pipeline_runner: PipelineRunnerFunction, worker_timeout: float):
+        while self.running or not self._request_queue.empty():
             try:
-                no_more_jobs = self._worker_job(worker_timeout=worker_timeout)
+                no_more_jobs = self._worker_job(pipeline_runner, worker_timeout)
                 if no_more_jobs:
                     logger.info("Worker finished working - all remaining requests have been processed.")
                     # Polling_loop should give the required data on whether the stop signal was sent or if
@@ -184,7 +178,7 @@ async def _polling_job(self, poll_timeout: float):
             received_updates = await asyncio.wait_for(self._get_updates(), timeout=poll_timeout)
             if received_updates is not None:
                 for update in received_updates:
-                    await self.request_queue.put(update)
+                    await self._request_queue.put(update)
         except TimeoutError:
             logger.debug("polling_job failed - timed out")
 
@@ -210,7 +204,7 @@ async def _polling_loop(
             # sent to the queue (one for each worker), they shut down the workers.
             # In case of more workers than two, change the number of 'None' requests to the new number of workers.
             for i in range(self.number_of_workers):
-                self.request_queue.put_nowait(None)
+                self._request_queue.put_nowait(None)
 
     async def connect(
         self,
@@ -224,7 +218,7 @@ async def connect(
         # shield() creates a task just like create_task() according to docs.
         # But for safety we have two task wrappers, I guess.
         for i in range(self.number_of_workers):
-            task = asyncio.create_task(asyncio.shield(self._worker(worker_timeout)))
+            task = asyncio.create_task(asyncio.shield(self._worker(pipeline_runner, worker_timeout)))
             self._worker_tasks.append(task)
         print("worker tasks:", self._worker_tasks)
         await self._polling_loop(loop=loop, poll_timeout=poll_timeout, timeout=timeout)
diff --git a/chatsky/pipeline/pipeline/pipeline.py b/chatsky/pipeline/pipeline/pipeline.py
index 9b0efcccf..37ffb59bf 100644
--- a/chatsky/pipeline/pipeline/pipeline.py
+++ b/chatsky/pipeline/pipeline/pipeline.py
@@ -302,7 +302,6 @@ def placeholder_func(signum, frame):
                 interface.finished_working = True
             """
 
-
         asyncio.run(self.messenger_interface.connect(self._run_pipeline, self))
         logger.info("pipeline finished working")