basic gradio sessions

basic_client.py

@@ -0,0 +1,5 @@
+from gradio_client import Client
+
+client = Client("http://127.0.0.1:7860/")
+job = client.submit(num1=3, operation="add", num2=3, api_name="/predict")
+print(job.result())

calculator.py

@@ -0,0 +1,32 @@
+import gradio as gr
+
+
+def calculator(num1, operation, num2):
+    if operation == "add":
+        return num1 + num2
+    elif operation == "subtract":
+        return num1 - num2
+    elif operation == "multiply":
+        return num1 * num2
+    elif operation == "divide":
+        if num2 == 0:
+            raise gr.Error("Cannot divide by zero!")
+        return num1 / num2
+
+
+demo = gr.Interface(
+    fn=calculator,
+    inputs=["number", gr.Radio(["add", "subtract", "multiply", "divide"]), "number"],
+    outputs="number",
+    examples=[
+        [45, "add", 3],
+        [3.14, "divide", 2],
+        [144, "multiply", 2.5],
+        [0, "subtract", 1.2],
+    ],
+    title="Toy Calculator",
+    description="Here's a sample toy calculator.",
+)
+
+if __name__ == "__main__":
+    demo.launch()

flagged/log.csv

@@ -0,0 +1,4 @@
+name,checkbox,value,output,flag,username,timestamp
+jojo,True,31,"name='jojo', checkbox=True, value=31",,,2024-11-30 17:57:41.915345
+som,True,13,"name='som', checkbox=True, value=13",,,2024-11-30 18:14:28.891621
+/home/ubuntu/workspaces/gradio_experiments/flagged/input_img/c28efc2f6bca8390379b3d68fd1a6b84a6a71076/tmp1w8uwz0q.png,/home/ubuntu/workspaces/gradio_experiments/flagged/output/157d194a66e44ba929b3ce8c9ad88c0cca1381b7/tmp0wmx81i5.png,,,2024-11-30 18:27:23.228277

hello.py

@@ -0,0 +1,10 @@
+import gradio as gr
+
+
+def greet(name):
+    return "Hello " + name + "!"
+
+
+demo = gr.Interface(fn=greet, inputs="textbox", outputs="textbox")
+
+demo.launch(share=True)

image_test.py

@@ -0,0 +1,20 @@
+import numpy as np
+import gradio as gr
+
+
+def sepia(input_img, request: gr.Request):
+    print("Request headers dictionary:", request.headers)
+    print("IP address:", request.client.host)
+    print(f"{type(input_img)}, {input_img.shape}")
+    sepia_filter = np.array(
+        [[0.393, 0.769, 0.189], [0.349, 0.686, 0.168], [0.272, 0.534, 0.131]]
+    )
+    sepia_img = input_img.dot(sepia_filter.T)
+    sepia_img /= sepia_img.max()
+    return sepia_img
+
+
+demo = gr.Interface(
+    fn=sepia, inputs=gr.Image(height=200, width=200, type="numpy"), outputs="image"
+)
+demo.launch(share=True)

interface.py

@@ -0,0 +1,25 @@
+import gradio as gr
+
+
+def greetings(name, is_morning, temperature):
+
+    salutation = "Good morning" if is_morning else "Good evening"
+    greeting = f"{salutation} {name}. It is {temperature} degrees today"
+    celsius = (temperature - 32) * 5 / 9
+    return greeting, round(celsius, 2)
+
+
+demo = gr.Interface(
+    fn=greetings,
+    inputs=[
+        gr.Textbox(label="Name"),
+        gr.Checkbox(label="Is Morning?"),
+        gr.Slider(0, 100, label="Temperature"),
+    ],
+    outputs=[
+        gr.Textbox(label="Greetings", lines=1),
+        gr.Number(label="Temperature in Celsius"),
+    ],
+)
+
+demo.launch(share=True)

multi_inputs.py

@@ -0,0 +1,16 @@
+import gradio as gr
+
+
+def test(name, checkbox, value):
+    return f"{name=}, {checkbox=}, {value=}"
+
+
+demo = gr.Interface(
+    fn=test,
+    inputs=[gr.Text(), gr.Checkbox(), gr.Slider(0, 100)],
+    outputs=gr.Text(),
+    title="Multi Inputs",
+    description="A simple example with multiple inputs",
+)
+
+demo.launch(share=True)

poetry.lock

@@ -224,24 +224,24 @@ redis = ["redis (>=4.2.0)"]
 
 [[package]]
 name = "aiofiles"
-version = "24.1.0"
+version = "23.2.1"
 description = "File support for asyncio."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
-    {file = "aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"},
-    {file = "aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c"},
+    {file = "aiofiles-23.2.1-py3-none-any.whl", hash = "sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107"},
+    {file = "aiofiles-23.2.1.tar.gz", hash = "sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a"},
 ]
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.3"
+version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
-    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
+    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
+    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
 ]
 
 [[package]]
@@ -486,30 +486,6 @@ typing-extensions = ">=4"
 [package.extras]
 tz = ["backports.zoneinfo"]
 
-[[package]]
-name = "altair"
-version = "5.5.0"
-description = "Vega-Altair: A declarative statistical visualization library for Python."
-optional = false
-python-versions = ">=3.9"
-files = [
-    {file = "altair-5.5.0-py3-none-any.whl", hash = "sha256:91a310b926508d560fe0148d02a194f38b824122641ef528113d029fcd129f8c"},
-    {file = "altair-5.5.0.tar.gz", hash = "sha256:d960ebe6178c56de3855a68c47b516be38640b73fb3b5111c2a9ca90546dd73d"},
-]
-
-[package.dependencies]
-jinja2 = "*"
-jsonschema = ">=3.0"
-narwhals = ">=1.14.2"
-packaging = "*"
-typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.14\""}
-
-[package.extras]
-all = ["altair-tiles (>=0.3.0)", "anywidget (>=0.9.0)", "numpy", "pandas (>=1.1.3)", "pyarrow (>=11)", "vega-datasets (>=0.9.0)", "vegafusion[embed] (>=1.6.6)", "vl-convert-python (>=1.7.0)"]
-dev = ["duckdb (>=1.0)", "geopandas", "hatch (>=1.13.0)", "ipython[kernel]", "mistune", "mypy", "pandas (>=1.1.3)", "pandas-stubs", "polars (>=0.20.3)", "pyarrow-stubs", "pytest", "pytest-cov", "pytest-xdist[psutil] (>=3.5,<4.0)", "ruff (>=0.6.0)", "types-jsonschema", "types-setuptools"]
-doc = ["docutils", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme (>=0.14.1)", "scipy", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
-save = ["vl-convert-python (>=1.7.0)"]
-
 [[package]]
 name = "amqp"
 version = "5.3.1"
@@ -2770,42 +2746,45 @@ test = ["mockito (>=1.2.1)", "pytest (>=5.4.1)", "pytest-runner"]
 
 [[package]]
 name = "gradio"
-version = "3.36.1"
+version = "5.7.1"
 description = "Python library for easily interacting with trained machine learning models"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 files = [
-    {file = "gradio-3.36.1-py3-none-any.whl", hash = "sha256:69f60c29d79fb93b2545466d367e5998d6db57379469a4067c8717ccd34015e1"},
-    {file = "gradio-3.36.1.tar.gz", hash = "sha256:1d821cee15da066c24c197248ba9aaed5f5e59505d17754561c2f96f90e73a89"},
+    {file = "gradio-5.7.1-py3-none-any.whl", hash = "sha256:6b6c788445ea676b9589e57c62b2ebdad67b089585c56744c56012d0915d1001"},
 ]
 
 [package.dependencies]
-aiofiles = "*"
-aiohttp = "*"
-altair = ">=4.2.0"
-fastapi = "*"
+aiofiles = ">=22.0,<24.0"
+anyio = ">=3.0,<5.0"
+fastapi = ">=0.115.2,<1.0"
 ffmpy = "*"
-gradio-client = ">=0.2.7"
-httpx = "*"
-huggingface-hub = ">=0.14.0"
-jinja2 = "*"
-markdown-it-py = {version = ">=2.0.0", extras = ["linkify"]}
-markupsafe = "*"
-matplotlib = "*"
-mdit-py-plugins = "<=0.3.3"
-numpy = "*"
-orjson = "*"
-pandas = "*"
-pillow = "*"
-pydantic = "*"
+gradio-client = "1.5.0"
+httpx = ">=0.24.1"
+huggingface-hub = ">=0.25.1"
+jinja2 = "<4.0"
+markupsafe = ">=2.0,<3.0"
+numpy = ">=1.0,<3.0"
+orjson = ">=3.0,<4.0"
+packaging = "*"
+pandas = ">=1.0,<3.0"
+pillow = ">=8.0,<12.0"
+pydantic = ">=2.0"
 pydub = "*"
-pygments = ">=2.12.0"
-python-multipart = "*"
-pyyaml = "*"
-requests = "*"
-semantic-version = "*"
-uvicorn = ">=0.14.0"
-websockets = ">=10.0"
+python-multipart = "0.0.12"
+pyyaml = ">=5.0,<7.0"
+ruff = {version = ">=0.2.2", markers = "sys_platform != \"emscripten\""}
+safehttpx = ">=0.1.1,<1.0"
+semantic-version = ">=2.0,<3.0"
+starlette = {version = ">=0.40.0,<1.0", markers = "sys_platform != \"emscripten\""}
+tomlkit = "0.12.0"
+typer = {version = ">=0.12,<1.0", markers = "sys_platform != \"emscripten\""}
+typing-extensions = ">=4.0,<5.0"
+urllib3 = {version = ">=2.0,<3.0", markers = "sys_platform == \"emscripten\""}
+uvicorn = {version = ">=0.14.0", markers = "sys_platform != \"emscripten\""}
+
+[package.extras]
+oauth = ["authlib", "itsdangerous"]
 
 [[package]]
 name = "gradio-client"
@@ -3596,41 +3575,6 @@ test-no-urls = ["pytest (>=6.2.5)", "pytest-subtests (>=0.8.0)"]
 typing-extensions = ["typing-extensions (>=3.10.0.0)"]
 urls = ["requests (>=2.18.4)"]
 
-[[package]]
-name = "jsonschema"
-version = "4.23.0"
-description = "An implementation of JSON Schema validation for Python"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
-    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
-]
-
-[package.dependencies]
-attrs = ">=22.2.0"
-jsonschema-specifications = ">=2023.03.6"
-referencing = ">=0.28.4"
-rpds-py = ">=0.7.1"
-
-[package.extras]
-format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
-
-[[package]]
-name = "jsonschema-specifications"
-version = "2024.10.1"
-description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
-optional = false
-python-versions = ">=3.9"
-files = [
-    {file = "jsonschema_specifications-2024.10.1-py3-none-any.whl", hash = "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"},
-    {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"},
-]
-
-[package.dependencies]
-referencing = ">=0.31.0"
-
 [[package]]
 name = "kaggle"
 version = "1.6.17"
@@ -3896,26 +3840,6 @@ cli = ["fire"]
 docs = ["requests (>=2.0.0)"]
 typing = ["mypy (>=1.0.0)", "types-setuptools"]
 
-[[package]]
-name = "linkify-it-py"
-version = "2.0.3"
-description = "Links recognition library with FULL unicode support."
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "linkify-it-py-2.0.3.tar.gz", hash = "sha256:68cda27e162e9215c17d786649d1da0021a451bdc436ef9e0fa0ba5234b9b048"},
-    {file = "linkify_it_py-2.0.3-py3-none-any.whl", hash = "sha256:6bcbc417b0ac14323382aef5c5192c0075bf8a9d6b41820a2b66371eac6b6d79"},
-]
-
-[package.dependencies]
-uc-micro-py = "*"
-
-[package.extras]
-benchmark = ["pytest", "pytest-benchmark"]
-dev = ["black", "flake8", "isort", "pre-commit", "pyproject-flake8"]
-doc = ["myst-parser", "sphinx", "sphinx-book-theme"]
-test = ["coverage", "pytest", "pytest-cov"]
-
 [[package]]
 name = "litserve"
 version = "0.2.5"
@@ -3986,17 +3910,16 @@ testing = ["coverage", "pyyaml"]
 
 [[package]]
 name = "markdown-it-py"
-version = "2.2.0"
+version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "markdown-it-py-2.2.0.tar.gz", hash = "sha256:7c9a5e412688bc771c67432cbfebcdd686c93ce6484913dccf06cb5a0bea35a1"},
-    {file = "markdown_it_py-2.2.0-py3-none-any.whl", hash = "sha256:5a35f8d1870171d9acc47b99612dc146129b631baf04970128b568f190d0cc30"},
+    {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
+    {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
 ]
 
 [package.dependencies]
-linkify-it-py = {version = ">=1,<3", optional = true, markers = "extra == \"linkify\""}
 mdurl = ">=0.1,<1.0"
 
 [package.extras]
@@ -4006,77 +3929,76 @@ compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0
 linkify = ["linkify-it-py (>=1,<3)"]
 plugins = ["mdit-py-plugins"]
 profiling = ["gprof2dot"]
-rtd = ["attrs", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
 testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
 name = "markupsafe"
-version = "3.0.2"
+version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.7"
 files = [
-    {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
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-
 [[package]]
 name = "rsa"
 version = "4.9"
@@ -6671,6 +6441,33 @@ files = [
     {file = "ruamel.yaml.clib-0.2.12.tar.gz", hash = "sha256:6c8fbb13ec503f99a91901ab46e0b07ae7941cd527393187039aec586fdfd36f"},
 ]
 
+[[package]]
+name = "ruff"
+version = "0.8.1"
+description = "An extremely fast Python linter and code formatter, written in Rust."
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "ruff-0.8.1.tar.gz", hash = "sha256:3583db9a6450364ed5ca3f3b4225958b24f78178908d5c4bc0f46251ccca898f"},
+]
+
 [[package]]
 name = "s3fs"
 version = "2024.10.0"
@@ -6708,6 +6505,23 @@ botocore = ">=1.33.2,<2.0a.0"
 [package.extras]
 crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
+[[package]]
+name = "safehttpx"
+version = "0.1.1"
+description = "A small Python library created to help developers protect their applications from Server Side Request Forgery (SSRF) attacks."
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "safehttpx-0.1.1-py3-none-any.whl", hash = "sha256:1d93b64023c00d5c53ea70ea36e773b8a0dba5eaf1a1eb188856584a0a4cf4d1"},
+    {file = "safehttpx-0.1.1.tar.gz", hash = "sha256:6e1bedf7767213300da5e4cb7e823e98edc934f17ca192d2e585111a2b899149"},
+]
+
+[package.dependencies]
+httpx = "*"
+
+[package.extras]
+dev = ["pytest"]
+
 [[package]]
 name = "safetensors"
 version = "0.4.5"
@@ -7573,13 +7387,13 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
 
 [[package]]
 name = "tomlkit"
-version = "0.13.2"
+version = "0.12.0"
 description = "Style preserving TOML library"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
-    {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"},
-    {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"},
+    {file = "tomlkit-0.12.0-py3-none-any.whl", hash = "sha256:926f1f37a1587c7a4f6c7484dae538f1345d96d793d9adab5d3675957b1d0766"},
+    {file = "tomlkit-0.12.0.tar.gz", hash = "sha256:01f0477981119c7d8ee0f67ebe0297a7c95b14cf9f4b102b45486deb77018716"},
 ]
 
 [[package]]
@@ -7900,20 +7714,6 @@ files = [
     {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
 ]
 
-[[package]]
-name = "uc-micro-py"
-version = "1.0.3"
-description = "Micro subset of unicode data files for linkify-it-py projects."
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "uc-micro-py-1.0.3.tar.gz", hash = "sha256:d321b92cff673ec58027c04015fcaa8bb1e005478643ff4a500882eaab88c48a"},
-    {file = "uc_micro_py-1.0.3-py3-none-any.whl", hash = "sha256:db1dffff340817673d7b466ec86114a9dc0e9d4d9b5ba229d9d60e5c12600cd5"},
-]
-
-[package.extras]
-test = ["coverage", "pytest", "pytest-cov"]
-
 [[package]]
 name = "uritemplate"
 version = "4.1.1"
@@ -8504,4 +8304,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = "3.12.6"
-content-hash = "17f160e8145c2fc0cb525ec20fee3f28335f8241c5c34f58ac943b0c219c92b0"
+content-hash = "299ab47cb12e9587df06bf93a23ddd51418ed509b6c90d2d13ba35a8cdf7754b"

pyproject.toml

@@ -55,7 +55,7 @@ confluent-kafka = "^2.6.0"
 aiokafka = "^0.12.0"
 azure-servicebus = "^7.12.3"
 aiohttp = "^3.10.10"
-aiofiles = "^24.1.0"
+aiofiles = "*"
 aiologger = "^0.7.0"
 pyyaml = "^6.0.2"
 sqlalchemy-utils = "^0.41.2"
@@ -72,7 +72,7 @@ dvc-s3 = "^3.2.0"
 litserve = "^0.2.4"
 gpustat = "^1.1.1"
 nvitop = "^1.3.2"
-gradio = "*"
+gradio = "5.7.1"
 gradio-client = "^1.5.0"
 
 [tool.poetry.dev-dependencies]