From 776c8921ef14e484a460abb7a7c758d072bca81c Mon Sep 17 00:00:00 2001 From: Sidharth Gupta Date: Tue, 1 Aug 2023 11:46:59 -0400 Subject: [PATCH 1/3] Unit test: Streaming chat in ipthon shell (atleast) using flag --- .gitignore | 3 ++- ipython_gpt/subcommands.py | 8 +++++++- tests/test_subcommands.py | 29 +++++++++++++++++++++++++++++ 3 files changed, 38 insertions(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index dbce267..6dda44a 100644 --- a/.gitignore +++ b/.gitignore @@ -85,7 +85,8 @@ ipython_config.py # pyenv # For a library or package, you might want to ignore these files since the code is # intended to run in multiple environments; otherwise, check them in: -# .python-version + +.python-version # pipenv # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. diff --git a/ipython_gpt/subcommands.py b/ipython_gpt/subcommands.py index 9a2b6d4..20320f9 100644 --- a/ipython_gpt/subcommands.py +++ b/ipython_gpt/subcommands.py @@ -72,10 +72,16 @@ def _customize_parser(self, parser): help="The maximum number of tokens to generate in the chat completion.", type=int, ) + parser.add_argument( + "--stream", + action="store_true", + help="Stream output to the console.", + ) return parser def _execute(self, client, args, line, cell=None): message_history = self.context["message_history"] + stream = args.stream or False if args.reset_conversation: message_history = [] @@ -90,7 +96,7 @@ def _execute(self, client, args, line, cell=None): messages = message_history + [{"role": "user", "content": cell}] model = args.model or self.context["config"]["default_model"] - json_body = {"model": model, "messages": messages} + json_body = {"model": model, "messages": messages, "stream": stream} if args.temperature: json_body["temperature"] = args.temperature diff --git a/tests/test_subcommands.py b/tests/test_subcommands.py index 7b9f4c2..b45c45b 100644 --- a/tests/test_subcommands.py +++ b/tests/test_subcommands.py @@ -28,5 +28,34 @@ def test_basic_chat_command(): {"role": "system", "content": SYSTEM_MESSAGE}, {"role": "user", "content": "Testing message"}, ], + "stream": False, }, ) + +def test_streaming_chat_command(): + SYSTEM_MESSAGE = "You're a python data science coding assistant" + GPT_MODEL = "gpt-3.5-turbo" + with patch.object(OpenAIClient, "request", MagicMock()) as mocked_request: + context = { + "config": { + "openai_api_key": "VERY SECRET KEY", + "default_model": GPT_MODEL, + "default_system_message": SYSTEM_MESSAGE, + }, + "message_history": [], + } + cmd = ChatCommand(context) + cmd.execute("--stream", "Testing message") + + mocked_request.assert_called_once_with( + "POST", + "/chat/completions", + json_body={ + "model": GPT_MODEL, + "messages": [ + {"role": "system", "content": SYSTEM_MESSAGE}, + {"role": "user", "content": "Testing message"}, + ], + "stream": True, + }, + ) \ No newline at end of file From 669a800541e401d6e732e313e3e4f058c0bcd32b Mon Sep 17 00:00:00 2001 From: Sidharth Gupta Date: Tue, 1 Aug 2023 12:42:52 -0400 Subject: [PATCH 2/3] Adding Requests(instead of httplib) to support streaming --- ipython_gpt/api_client.py | 51 ++++++++++++++++++++------------------ ipython_gpt/subcommands.py | 4 +-- tests/test_api_client.py | 37 ++++++++++++++------------- tests/test_subcommands.py | 4 +-- 4 files changed, 49 insertions(+), 47 deletions(-) diff --git a/ipython_gpt/api_client.py b/ipython_gpt/api_client.py index 74ba2a5..9c09b51 100644 --- a/ipython_gpt/api_client.py +++ b/ipython_gpt/api_client.py @@ -1,6 +1,7 @@ -import http.client +# import http.client import json import urllib.parse +import requests OPEN_AI_API_HOST = "api.openai.com" OPEN_AI_API_PORT = 443 @@ -36,16 +37,16 @@ def __init__(self, openai_api_key, api_version=DEFAULT_API_VERSION): self.openai_api_key = openai_api_key self.api_version = api_version - def request(self, method, path, headers=None, query_params=None, json_body=None): + def request(self, method, path, headers=None, query_params=None, json_body=None, stream=False): method = method.upper() assert path.startswith("/"), "Invalid path" assert not path.startswith( "/v" ), "API Version must be specified at moment of client creation" - connection = http.client.HTTPSConnection( - host=OPEN_AI_API_HOST, port=OPEN_AI_API_PORT - ) + # connection = http.client.HTTPSConnection( + # host=OPEN_AI_API_HOST, port=OPEN_AI_API_PORT + # ) headers = headers or {} headers.setdefault("Authorization", f"Bearer {self.openai_api_key}") @@ -55,23 +56,25 @@ def request(self, method, path, headers=None, query_params=None, json_body=None) if json_body: body = json.dumps(json_body) - path = f"/{self.api_version}" + path + url = f"https://{OPEN_AI_API_HOST}:{OPEN_AI_API_PORT}/{self.api_version}{path}" if query_params is not None: - path += "?" + urllib.parse.urlencode(query_params) - - try: - connection.request(method, path, body, headers) - resp = connection.getresponse() - resp_body = resp.read() - - # TODO: this might raise an exception for an invalid body - content = json.loads(resp_body.decode("utf-8")) - if 200 <= resp.status < 300: - return content - if resp.status == 401: - raise UnauthorizedAPIException(method, path, resp.status, content) - - # Catch all exception for any other not known status - raise APIResponseException(method, path, resp.status, content) - finally: - connection.close() + url += "?" + urllib.parse.urlencode(query_params) + + # connection.request(method, path, body, headers) + resp = requests.request(method, url, headers=headers, data=body, stream=stream) + # resp = connection.getresponse() + if 200 <= resp.status_code < 300: + if stream: + resp_body = resp.read() + print(resp_body.decode("utf-8")) + pass # read using stream + return resp.iter_lines() + else: + # TODO: this might raise an exception for an invalid body + # content = json.loads(resp_body.decode("utf-8")) + return resp.json() + if resp.status_code == 401: + raise UnauthorizedAPIException(method, path, resp.status_code, resp.json()) + + # Catch all exception for any other not known status + raise APIResponseException(method, path, resp.status_code, resp.json()) diff --git a/ipython_gpt/subcommands.py b/ipython_gpt/subcommands.py index 20320f9..b831903 100644 --- a/ipython_gpt/subcommands.py +++ b/ipython_gpt/subcommands.py @@ -96,14 +96,14 @@ def _execute(self, client, args, line, cell=None): messages = message_history + [{"role": "user", "content": cell}] model = args.model or self.context["config"]["default_model"] - json_body = {"model": model, "messages": messages, "stream": stream} + json_body = {"model": model, "messages": messages} if args.temperature: json_body["temperature"] = args.temperature if args.max_tokens: json_body["max_tokens"] = args.max_tokens - resp = client.request("POST", "/chat/completions", json_body=json_body) + resp = client.request("POST", "/chat/completions", json_body=json_body, stream=stream) chat_response = resp["choices"][0]["message"]["content"] message_history += [ {"role": "assistant", "content": chat_response}, diff --git a/tests/test_api_client.py b/tests/test_api_client.py index ec8bc9a..d54093b 100644 --- a/tests/test_api_client.py +++ b/tests/test_api_client.py @@ -1,28 +1,27 @@ import json -from http.client import HTTPSConnection +import requests from unittest.mock import Mock, patch -from ipython_gpt.api_client import OpenAIClient +from ipython_gpt.api_client import OPEN_AI_API_HOST, OPEN_AI_API_PORT, OpenAIClient def test_api_client_auth(): json_body = {"messages": [{"role": "user", "content": "Testing message"}]} - with patch.object(HTTPSConnection, "request") as mocked_request: - mock = Mock(status=200) - mock.read.return_value = '{"choices": {"message": "Valid response"}}'.encode( - "utf-8" + with patch.object(requests, "request") as mocked_request: + mocked_response = Mock(status_code=200) + mocked_response.json.return_value = {"choices": {"message": "Valid response"}} + mocked_request.return_value = mocked_response + client = OpenAIClient("VERY SECRET KEY") + client.request("POST", "/chat/completions", json_body=json_body, stream=False) + url = f"https://{OPEN_AI_API_HOST}:{OPEN_AI_API_PORT}/v1/chat/completions" + mocked_request.assert_called_once_with( + "POST", + url, + headers={ + "Authorization": "Bearer VERY SECRET KEY", + "Content-Type": "application/json", + }, + data=json.dumps(json_body), + stream=False ) - with patch.object(HTTPSConnection, "getresponse", return_value=mock): - client = OpenAIClient("VERY SECRET KEY") - client.request("POST", "/chat/completions", json_body=json_body) - - mocked_request.assert_called_once_with( - "POST", - "/v1/chat/completions", - json.dumps(json_body), - { - "Authorization": "Bearer VERY SECRET KEY", - "Content-Type": "application/json", - }, - ) diff --git a/tests/test_subcommands.py b/tests/test_subcommands.py index b45c45b..f56ab83 100644 --- a/tests/test_subcommands.py +++ b/tests/test_subcommands.py @@ -28,8 +28,8 @@ def test_basic_chat_command(): {"role": "system", "content": SYSTEM_MESSAGE}, {"role": "user", "content": "Testing message"}, ], - "stream": False, }, + stream=False, ) def test_streaming_chat_command(): @@ -56,6 +56,6 @@ def test_streaming_chat_command(): {"role": "system", "content": SYSTEM_MESSAGE}, {"role": "user", "content": "Testing message"}, ], - "stream": True, }, + stream=True, ) \ No newline at end of file From 8b3df01c48289a08a19963bc1f48c164d5393e79 Mon Sep 17 00:00:00 2001 From: Sidharth Gupta Date: Tue, 1 Aug 2023 20:32:27 -0400 Subject: [PATCH 3/3] [WIP]: A solution for streaming using requests [![asciicast](https://asciinema.org/a/fEvjfUvJxGSqEbc8UFRHEYclC.png)](https://asciinema.org/a/fEvjfUvJxGSqEbc8UFRHEYclC) --- ipython_gpt/__init__.py | 6 +- ipython_gpt/api_client.py | 38 ++-- ipython_gpt/displays.py | 2 +- ipython_gpt/subcommands.py | 39 +++- poetry.lock | 403 +++++++++++++++++++++++-------------- pyproject.toml | 1 + tests/test_api_client.py | 51 ++++- tests/test_subcommands.py | 18 +- 8 files changed, 378 insertions(+), 180 deletions(-) diff --git a/ipython_gpt/__init__.py b/ipython_gpt/__init__.py index d133171..e9f58d4 100644 --- a/ipython_gpt/__init__.py +++ b/ipython_gpt/__init__.py @@ -25,7 +25,8 @@ def __init__(self, *args, **kwargs): def chat(self, line, cell): cmd = ChatCommand(self._context) result = cmd.execute(line, cell) - self.display.display(result) + for i in result: + self.display.display(i) @line_magic def chat_config(self, line): @@ -37,7 +38,8 @@ def chat_config(self, line): def chat_models(self, line): cmd = ChatModelsBrowserCommand(self._context) result = cmd.execute(line) - self.display.display(result) + for i in result: + self.display.display(i) name = "ipython_gpt" diff --git a/ipython_gpt/api_client.py b/ipython_gpt/api_client.py index 9c09b51..24dbac7 100644 --- a/ipython_gpt/api_client.py +++ b/ipython_gpt/api_client.py @@ -31,6 +31,10 @@ def __str__(self): class UnauthorizedAPIException(APIResponseException): pass +class IPythonGPTResponse(): + def __init__(self, data, is_streaming=False): + self.is_streaming = is_streaming + self.data = data class OpenAIClient: def __init__(self, openai_api_key, api_version=DEFAULT_API_VERSION): @@ -44,9 +48,6 @@ def request(self, method, path, headers=None, query_params=None, json_body=None, "/v" ), "API Version must be specified at moment of client creation" - # connection = http.client.HTTPSConnection( - # host=OPEN_AI_API_HOST, port=OPEN_AI_API_PORT - # ) headers = headers or {} headers.setdefault("Authorization", f"Bearer {self.openai_api_key}") @@ -54,27 +55,32 @@ def request(self, method, path, headers=None, query_params=None, json_body=None, body = None if json_body: + json_body = json_body.copy() + if stream: + json_body["stream"] = True body = json.dumps(json_body) - url = f"https://{OPEN_AI_API_HOST}:{OPEN_AI_API_PORT}/{self.api_version}{path}" if query_params is not None: url += "?" + urllib.parse.urlencode(query_params) - - # connection.request(method, path, body, headers) resp = requests.request(method, url, headers=headers, data=body, stream=stream) - # resp = connection.getresponse() + if 200 <= resp.status_code < 300: - if stream: - resp_body = resp.read() - print(resp_body.decode("utf-8")) - pass # read using stream - return resp.iter_lines() - else: - # TODO: this might raise an exception for an invalid body - # content = json.loads(resp_body.decode("utf-8")) - return resp.json() + yield from self._post_process_response(resp, stream=stream) + return if resp.status_code == 401: raise UnauthorizedAPIException(method, path, resp.status_code, resp.json()) # Catch all exception for any other not known status raise APIResponseException(method, path, resp.status_code, resp.json()) + + def _post_process_response(self, response, stream=False): + """The pattern is borrowed from studying OpenAI's code for api-requestor""" + if stream and "text/event-stream" in response.headers.get("Content-Type", ""): + # TODO: Better handle errors for streaming responses as well. + for line in response.iter_lines(): + decoded_line = line.decode("utf-8") + if '[DONE]' not in decoded_line and decoded_line: + json_line = json.loads(decoded_line[len('data: '):]) + yield IPythonGPTResponse(json_line, True) + else: + yield IPythonGPTResponse(response.json(), False) diff --git a/ipython_gpt/displays.py b/ipython_gpt/displays.py index ff19bb3..f83f3bb 100644 --- a/ipython_gpt/displays.py +++ b/ipython_gpt/displays.py @@ -16,7 +16,7 @@ def display(self, results): class ShellDisplay(BaseDisplay): def display(self, results): - print(results) + print(results, end="", flush=True) DISPLAY_METHODS = { diff --git a/ipython_gpt/subcommands.py b/ipython_gpt/subcommands.py index b831903..a61a755 100644 --- a/ipython_gpt/subcommands.py +++ b/ipython_gpt/subcommands.py @@ -1,7 +1,9 @@ import argparse import shlex +import json +from typing import Generator -from .api_client import OpenAIClient +from .api_client import IPythonGPTResponse, OpenAIClient class BaseIPythonGPTCommand: @@ -50,7 +52,10 @@ def execute(self, line, cell=None): assert bool(openai_api_key), "OPENAI_API_KEY missing" client = OpenAIClient(openai_api_key) results = self._execute(client, args, line, cell) - return results + if isinstance(results, Generator): + yield from results + else: + yield from [results] class ChatCommand(BaseIPythonGPTCommand): @@ -104,12 +109,30 @@ def _execute(self, client, args, line, cell=None): json_body["max_tokens"] = args.max_tokens resp = client.request("POST", "/chat/completions", json_body=json_body, stream=stream) - chat_response = resp["choices"][0]["message"]["content"] + # TEST ME + yield from self._from_wrapped_response(resp, message_history) + + + def _from_wrapped_response(self, wrapper_generator, message_history): + message = "" + for wrapper in wrapper_generator: + assert isinstance(wrapper, IPythonGPTResponse) + if wrapper.is_streaming: + json_line = wrapper.data + if 'choices' in json_line: + content = json_line['choices'][0]['delta'].get('content', '') or '' + # print(content, end="") + message += content + yield content + else: + json_content = wrapper.data + message = json_content["choices"][0]["message"]["content"] + yield message + message_history += [ - {"role": "assistant", "content": chat_response}, + {"role": "assistant", "content": message}, ] self.context["message_history"] = message_history - return chat_response class ConfigCommand(BaseIPythonGPTCommand): @@ -146,9 +169,13 @@ def _customize_parser(self, parser): def _execute(self, client, args, line, cell): resp = client.request("GET", "/models") + resp = next(resp) + assert isinstance(resp, IPythonGPTResponse) + assert resp.is_streaming is False + json_data = resp.data models = [ m["id"] - for m in resp["data"] + for m in json_data["data"] if args.all_models or m["id"].startswith("gpt") ] formatted_models = "\n".join([f"\t- {model}" for model in models]) diff --git a/poetry.lock b/poetry.lock index 8b218ba..0bd714c 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. [[package]] name = "appnope" version = "0.1.3" description = "Disable App Nap on macOS >= 10.9" -category = "main" optional = false python-versions = "*" files = [ @@ -16,7 +15,6 @@ files = [ name = "argcomplete" version = "2.1.2" description = "Bash tab completion for argparse" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -32,7 +30,6 @@ test = ["coverage", "flake8", "mypy", "pexpect", "wheel"] name = "asttokens" version = "2.2.1" description = "Annotate AST trees with source code positions" -category = "main" optional = false python-versions = "*" files = [ @@ -50,7 +47,6 @@ test = ["astroid", "pytest"] name = "backcall" version = "0.2.0" description = "Specifications for callback functions passed in to an API" -category = "main" optional = false python-versions = "*" files = [ @@ -58,11 +54,21 @@ files = [ {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"}, ] +[[package]] +name = "certifi" +version = "2023.7.22" +description = "Python package for providing Mozilla's CA Bundle." +optional = false +python-versions = ">=3.6" +files = [ + {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"}, + {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"}, +] + [[package]] name = "cfgv" version = "3.3.1" description = "Validate configuration and produce human readable error messages." -category = "dev" optional = false python-versions = ">=3.6.1" files = [ @@ -70,11 +76,94 @@ files = [ {file = "cfgv-3.3.1.tar.gz", hash = "sha256:f5a830efb9ce7a445376bb66ec94c638a9787422f96264c98edc6bdeed8ab736"}, ] +[[package]] +name = "charset-normalizer" +version = "3.2.0" +description = "The Real First Universal Charset Detector. 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(>=1.5.6,!=1.5.7,<2.0)"] +zstd = ["zstandard (>=0.18.0)"] + [[package]] name = "virtualenv" -version = "20.21.0" +version = "20.24.2" description = "Virtual Python Environment builder" -category = "dev" optional = false python-versions = ">=3.7" files = [ - {file = "virtualenv-20.21.0-py3-none-any.whl", hash = "sha256:31712f8f2a17bd06234fa97fdf19609e789dd4e3e4bf108c3da71d710651adbc"}, - {file = "virtualenv-20.21.0.tar.gz", hash = "sha256:f50e3e60f990a0757c9b68333c9fdaa72d7188caa417f96af9e52407831a3b68"}, + {file = "virtualenv-20.24.2-py3-none-any.whl", hash = "sha256:43a3052be36080548bdee0b42919c88072037d50d56c28bd3f853cbe92b953ff"}, + {file = "virtualenv-20.24.2.tar.gz", hash = "sha256:fd8a78f46f6b99a67b7ec5cf73f92357891a7b3a40fd97637c27f854aae3b9e0"}, ] [package.dependencies] -distlib = ">=0.3.6,<1" -filelock = ">=3.4.1,<4" -platformdirs = ">=2.4,<4" +distlib = ">=0.3.7,<1" +filelock = ">=3.12.2,<4" +platformdirs = ">=3.9.1,<4" [package.extras] -docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"] -test = ["covdefaults (>=2.2.2)", "coverage (>=7.1)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23)", "pytest (>=7.2.1)", "pytest-env (>=0.8.1)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.10)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)"] +docs = ["furo (>=2023.5.20)", "proselint (>=0.13)", "sphinx (>=7.0.1)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"] +test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"] [[package]] name = "wcwidth" version = "0.2.6" description = "Measures the displayed width of unicode strings in a terminal" -category = "main" optional = false python-versions = "*" files = [ @@ -687,4 +790,4 @@ files = [ [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "a3c9f8cc761a2c72ac26e3234fd2b159f8e295576508fae1158e1721c9b2bdb5" +content-hash = "4a2f279b380f6f7f017f1c7ca78fdd7263512ebaad23301e8c7b94c99aaca4ff" diff --git a/pyproject.toml b/pyproject.toml index 8ba1629..7efc940 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -19,6 +19,7 @@ license = "MIT" [tool.poetry.dependencies] python = "^3.8" ipython = "^8.12.0" +requests = "^2.31.0" [tool.poetry.group.dev.dependencies] pre-commit = "^3.2.2" diff --git a/tests/test_api_client.py b/tests/test_api_client.py index d54093b..2315846 100644 --- a/tests/test_api_client.py +++ b/tests/test_api_client.py @@ -2,7 +2,7 @@ import requests from unittest.mock import Mock, patch -from ipython_gpt.api_client import OPEN_AI_API_HOST, OPEN_AI_API_PORT, OpenAIClient +from ipython_gpt.api_client import OPEN_AI_API_HOST, OPEN_AI_API_PORT, IPythonGPTResponse, OpenAIClient def test_api_client_auth(): @@ -13,11 +13,17 @@ def test_api_client_auth(): mocked_response.json.return_value = {"choices": {"message": "Valid response"}} mocked_request.return_value = mocked_response client = OpenAIClient("VERY SECRET KEY") - client.request("POST", "/chat/completions", json_body=json_body, stream=False) + response = client.request("POST", "/chat/completions", json_body=json_body, stream=False) + + for r in response: # Consume the generator + assert isinstance(r, IPythonGPTResponse) + assert r.is_streaming == False + url = f"https://{OPEN_AI_API_HOST}:{OPEN_AI_API_PORT}/v1/chat/completions" mocked_request.assert_called_once_with( "POST", url, + # "/v1/chat/completions", headers={ "Authorization": "Bearer VERY SECRET KEY", "Content-Type": "application/json", @@ -25,3 +31,44 @@ def test_api_client_auth(): data=json.dumps(json_body), stream=False ) + +def test_api_client_streaming(): + """ + curl https://api.openai.com/v1/chat/completions -u :$OPENAI_API_KEY -H 'Content-Type: application/json' -d '{"stream": true,"model": "gpt-3.5-turbo-0613", "messages": [ {"role": "user", "content": "Summarize Othello by Shaekspeare in a few lines?"}]} + """ + json_body = { + "model": "gpt-3.5-turbo", + "messages": [{"role": "user", "content": "Hi can you summarize 4 different most popular python PEPs in a few sentences each?"}], + "stream": True, + } + + with patch.object(requests, "request") as mocked_request: + mocked_response = Mock(status_code=200, headers={"Content-Type": "text/event-stream"}) + mock_responses = [ + {"id":"foo","object":"chat.completion.chunk","created":1690924386,"model":"gpt-3.5-turbo-0613","choices":[{"index" :0,"delta":{"content":" deceit"},"finish_reason":None}]}, + {"id":"bar","object":"chat.completion.chunk","created":1690924386,"model":"gpt-3.5-turbo-0613","choices":[{"index" :0,"delta":{"content":"."},"finish_reason":None}]}, + {"id":"bam","object":"chat.completion.chunk","created":1690924386,"model":"gpt-3.5-turbo-0613","choices":[{"index" :0,"delta":{},"finish_reason":"stop"}]} + ] + mock_data = [('data: '+json.dumps(i)).encode() for i in mock_responses] + mock_data.append('data: [DONE]'.encode()) + mocked_response.iter_lines.return_value = mock_data + + mocked_request.return_value = mocked_response + client = OpenAIClient("VERY SECRET KEY") + response = client.request("POST", "/chat/completions", json_body=json_body, stream=True) + for i, r in enumerate(response): # Consume the generator + assert isinstance(r, IPythonGPTResponse) + assert r.is_streaming == True + assert r.data == mock_responses[i] + + url = f"https://{OPEN_AI_API_HOST}:{OPEN_AI_API_PORT}/v1/chat/completions" + mocked_request.assert_called_once_with( + "POST", + url, + headers={ + "Authorization": "Bearer VERY SECRET KEY", + "Content-Type": "application/json", + }, + data=json.dumps(json_body), + stream=True + ) diff --git a/tests/test_subcommands.py b/tests/test_subcommands.py index f56ab83..4a92149 100644 --- a/tests/test_subcommands.py +++ b/tests/test_subcommands.py @@ -1,6 +1,6 @@ from unittest.mock import MagicMock, patch -from ipython_gpt.api_client import OpenAIClient +from ipython_gpt.api_client import IPythonGPTResponse, OpenAIClient from ipython_gpt.subcommands import ChatCommand @@ -17,7 +17,9 @@ def test_basic_chat_command(): "message_history": [], } cmd = ChatCommand(context) - cmd.execute("", "Testing message") + resp = cmd.execute("", "Testing message") + for r in resp: + assert r.is_streaming == False mocked_request.assert_called_once_with( "POST", @@ -35,7 +37,12 @@ def test_basic_chat_command(): def test_streaming_chat_command(): SYSTEM_MESSAGE = "You're a python data science coding assistant" GPT_MODEL = "gpt-3.5-turbo" + side_effects = [ + IPythonGPTResponse({"choices": [{"delta": {"content": "foo"}}]}, True), + IPythonGPTResponse({"choices": [{"delta": {"content": "bar"}}]}, True) + ] with patch.object(OpenAIClient, "request", MagicMock()) as mocked_request: + mocked_request.return_value = side_effects context = { "config": { "openai_api_key": "VERY SECRET KEY", @@ -45,7 +52,12 @@ def test_streaming_chat_command(): "message_history": [], } cmd = ChatCommand(context) - cmd.execute("--stream", "Testing message") + resp = cmd.execute("--stream", "Testing message") + returned_data = [r for r in resp] + assert returned_data == ["foo", "bar"] + + # Message history must not be for the conatenation of all stream messages. + assert cmd.context["message_history"][-1]["content"]== "foobar" mocked_request.assert_called_once_with( "POST",