Update bloom_tr in app.py

app.py

@@ -1,90 +1,131 @@
+"""Translate via Bloom."""
+# pylint: disable=invalid-name
+from textwrap import dedent
+from logzero import logger
+
 import gradio as gr
 import httpx
-import os 
-import json #
-
-##Bloom
-API_URL = "https://api-inference.huggingface.co/models/bigscience/bloom"
-
-def bloom_tr(prompt_ , from_lang, to_lang, input_prompt = "translate this", seed=2): 
-
-  prompt =  f"Instruction : Given an {from_lang} input sentence translate it into {to_lang} sentence. \n input : \"{prompt_}\" \n {to_lang} : " 
-  if len(prompt) == 0:
-    prompt = input_prompt 
-    
-  json_ = {
-            "inputs": prompt,
-            "parameters": {
-                            "top_p": 0.9,
-                            "temperature": 1.1,
-                            "max_new_tokens": 250,
-                            "return_full_text": False,
-                            "do_sample": False,
-                            "seed": seed,
-                            "early_stopping": False,
-                            "length_penalty": 0.0,
-                            "eos_token_id": None,
-                          }, 
-          "options": {
-              "use_cache": True,
-              "wait_for_model": True,
-                     },
-        }
-  response = requests.request("POST", API_URL,  json=json_) # headers=headers
-  # output = response.json()
-  output = json.loads(response.content.decode("utf-8"))
-  output_tmp = output[0]['generated_text']
-  solution = output_tmp.split(f"\n{to_lang}:")[0]  
-  
-
-  if '\n\n' in solution:
-    final_solution = solution.split("\n\n")[0] 
-  else:
-    final_solution = solution
-  return final_solution
+
+# Bloom
+api_url = "https://api-inference.huggingface.co/models/bigscience/bloom"
+timeout_ = httpx.Timeout(None, connect=10)
+
+
+def bloom_tr(prompt_, from_lang, to_lang, input_prompt="translate this", seed=2, timeout=timeout_):
+    """Translate via Bloom."""
+    prompt = dedent(
+        f"""
+        Instruction : Given an {from_lang} input sentence translate it into {to_lang} sentence. \n input : \"{prompt_}\" \n {to_lang} :
+    """
+    ).strip()
+    if len(prompt) == 0:
+        prompt = input_prompt
+
+    json_ = {
+        "inputs": prompt,
+        "parameters": {
+            "top_p": 0.9,
+            "temperature": 1.1,
+            "max_new_tokens": 250,
+            "return_full_text": False,
+            "do_sample": False,
+            "seed": seed,
+            "early_stopping": False,
+            "length_penalty": 0.0,
+            "eos_token_id": None,
+        },
+        "options": {
+            "use_cache": True,
+            "wait_for_model": True,
+        },
+    }
+
+    # headers=headers
+    # response = requests.request("POST", api_url, json=json_)
+    try:
+        response = httpx.post(api_url, json=json_, timeout=timeout)
+    except Exception as exc:
+        logger.error(exc)
+        return str(exc)
+
+    # output = json.loads(response.content.decode("utf-8"))
+    try:
+        output = response.json()
+    except Exception as exc:
+        logger.error(exc)
+        return str(exc)
+
+    try:
+        output_tmp = output[0]["generated_text"]
+    except Exception as exc:
+        logger.error(exc)
+        return str(exc)
+
+    solution = output_tmp.split(f"\n{to_lang}:")[0]
+
+    if "\n\n" in solution:
+        final_solution = solution.split("\n\n")[0]
+    else:
+        final_solution = solution
+
+    try:
+        _ = final_solution.splitlines()[-1]
+    except Exception as exc:
+        logger.error(exc)
+        return str(exc)
+
+    return _
+
+
+langs = [
+    "German",
+    "French",
+    "Italian",
+    "Japanese",
+    "Russian"
+    "Spanish",
+    "Hindi",
+]
 
 demo = gr.Blocks()
 
 with demo:
-  gr.Markdown("<h1><center>Translate with Bloom</center></h1>")
-  gr.Markdown('''
-## Model Details
-BLOOM is an autoregressive Large Language Model (LLM), trained to continue text 
-from a prompt on vast amounts of text data using industrial-scale computational 
-resources. As such, it is able to output coherent text in 46 languages and 13 
-programming languages that is hardly distinguishable from text written by humans. 
-BLOOM can also be instructed to perform text tasks it hasn't been explicitly trained 
-for, by casting them as text generation tasks.
-
-## Project Details
-In this project we are going to explore the translation capabitlies of "BLOOM".
-
-## How to use
-At the moment this space has only capacity to translate between English, Spanish and Hindi languages.
-from languange is the languge you put in text box and to langauge is to what language you are intended to translate.
-Select from language from the drop down. 
-Select to language from the drop down.
-
-people are encouraged to improve this space by contributing.
-
-this space is created by [Kishore](https://www.linkedin.com/in/kishore-kunisetty-925a3919a/) inorder to participate in [EuroPython22](https://huggingface.co/EuroPython2022)
-please like the project to support my contribution to EuroPython22. 😊
-''')
-  with gr.Row():
-    from_lang = gr.Dropdown(['English', 'Spanish', 'Hindi'], 
-                            value='English', 
-                            label='select From language : ')
-    to_lang = gr.Dropdown(['English', 'Spanish', 'Hindi'], 
-                          value='Hindi', 
-                          label= 'select to Language : ')
- 
-  input_prompt = gr.Textbox(label="Enter the sentence : ", 
-                            value=f"Instruction: ... \ninput: \"from sentence\" \n{to_lang} :",
-                            lines=6)
-  
-  generated_txt = gr.Textbox(lines=3)
-
-  b1 = gr.Button("translate")
-  b1.click(translate,inputs=[ input_prompt, from_lang, to_lang], outputs=generated_txt) 
-    
+    gr.Markdown("<h1><center>Translate with Bloom</center></h1>")
+    gr.Markdown(
+        dedent(
+            """
+            ## Model Details
+            Reer to the space created by [Kishore](https://www.linkedin.com/in/kishore-kunisetty-925a3919a/) inorder to participate in [EuroPython22](https://huggingface.co/EuroPython2022)
+            please like his project to support his contribution to EuroPython22. 😊
+            """
+        ).strip()
+    )
+    with gr.Row():
+        from_lang = gr.Dropdown(
+            ["English", "Chinese", ] + langs,
+            value="English",
+            label="select From language : ",
+        )
+        to_lang = gr.Dropdown(
+            ["Chinese", "English", ] + langs,
+            value="Hindi",
+            label="select to Language : ",
+        )
+
+        input_prompt = gr.Textbox(
+            label="Enter the sentence : ",
+            value=f'Instruction: ... \ninput: "from sentence" \n{to_lang} :',
+            lines=6,
+        )
+
+    generated_txt = gr.Textbox(lines=7)
+
+    b1 = gr.Button("translate")
+    b1.click(
+        # translate,
+        bloom_tr,
+        inputs=[input_prompt, from_lang, to_lang],
+        outputs=generated_txt,
+    )
+
 demo.launch(enable_queue=True, debug=True)

poetry.lock

@@ -0,0 +1,676 @@
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+name = "pyparsing"
+version = "3.0.9"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
+optional = false
+python-versions = ">=3.6.8"
+
+[package.extras]
+diagrams = ["railroad-diagrams", "jinja2"]
+
+[[package]]
+name = "pyright"
+version = "1.1.270"
+description = "Command line wrapper for pyright"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+nodeenv = ">=1.6.0"
+
+[package.extras]
+all = ["twine (>=3.4.1)"]
+dev = ["twine (>=3.4.1)"]
+
+[[package]]
+name = "pytest"
+version = "7.1.3"
+description = "pytest: simple powerful testing with Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+attrs = ">=19.2.0"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+iniconfig = "*"
+packaging = "*"
+pluggy = ">=0.12,<2.0"
+py = ">=1.8.2"
+tomli = ">=1.0.0"
+
+[package.extras]
+testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+
+[[package]]
+name = "python-dotenv"
+version = "0.21.0"
+description = "Read key-value pairs from a .env file and set them as environment variables"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+cli = ["click (>=5.0)"]
+
+[[package]]
+name = "rfc3986"
+version = "1.5.0"
+description = "Validating URI References per RFC 3986"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+idna = {version = "*", optional = true, markers = "extra == \"idna2008\""}
+
+[package.extras]
+idna2008 = ["idna"]
+
+[[package]]
+name = "set-loglevel"
+version = "0.1.2"
+description = "Return a loglevel (10, 20, etc.) taking ENV LOGLEVEL into account"
+category = "main"
+optional = false
+python-versions = ">=3.8.3,<4.0.0"
+
+[package.dependencies]
+environs = ">=9.5.0,<10.0.0"
+logzero = ">=1.7.0,<2.0.0"
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "sniffio"
+version = "1.3.0"
+description = "Sniff out which async library your code is running under"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "snowballstemmer"
+version = "2.2.0"
+description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+category = "dev"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "tomlkit"
+version = "0.11.4"
+description = "Style preserving TOML library"
+category = "dev"
+optional = false
+python-versions = ">=3.6,<4.0"
+
+[[package]]
+name = "typer"
+version = "0.4.2"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+click = ">=7.1.1,<9.0.0"
+
+[package.extras]
+test = ["isort (>=5.0.6,<6.0.0)", "black (>=22.3.0,<23.0.0)", "mypy (==0.910)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<2.0.0)", "coverage (>=5.2,<6.0)", "pytest-cov (>=2.10.0,<3.0.0)", "pytest (>=4.4.0,<5.4.0)", "shellingham (>=1.3.0,<2.0.0)"]
+doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mkdocs (>=1.1.2,<2.0.0)"]
+dev = ["pre-commit (>=2.17.0,<3.0.0)", "flake8 (>=3.8.3,<4.0.0)", "autoflake (>=1.3.1,<2.0.0)"]
+all = ["shellingham (>=1.3.0,<2.0.0)", "colorama (>=0.4.3,<0.5.0)"]
+
+[[package]]
+name = "typing-extensions"
+version = "4.3.0"
+description = "Backported and Experimental Type Hints for Python 3.7+"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "wrapt"
+version = "1.14.1"
+description = "Module for decorators, wrappers and monkey patching."
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[metadata]
+lock-version = "1.1"
+python-versions = "^3.8.3"
+content-hash = "aa3863d0a6bedb4652a0f68391b7f5d8edd905acbe500c1fac47df5a49df6c7e"
+
+[metadata.files]
+anyio = []
+astroid = []
+asttokens = []
+attrs = []
+black = []
+certifi = []
+click = []
+colorama = []
+dill = []
+environs = []
+executing = []
+flake8 = []
+h11 = []
+httpcore = []
+httpx = []
+icecream = []
+idna = []
+iniconfig = []
+install = []
+isort = []
+lazy-object-proxy = []
+logzero = []
+marshmallow = []
+mccabe = []
+mypy-extensions = []
+nodeenv = []
+packaging = []
+pastel = []
+pathspec = []
+platformdirs = []
+pluggy = []
+poethepoet = []
+py = []
+pycodestyle = []
+pydocstyle = []
+pyflakes = []
+pygments = []
+pylint = []
+pyparsing = []
+pyright = []
+pytest = []
+python-dotenv = []
+rfc3986 = []
+set-loglevel = []
+six = []
+sniffio = []
+snowballstemmer = []
+toml = []
+tomli = []
+tomlkit = []
+typer = []
+typing-extensions = []
+wrapt = []

pyproject.toml

@@ -14,6 +14,7 @@ set-loglevel = "^0.1.2"
 typer = "^0.4.1"
 icecream = "^2.1.1"
 install = "^1.3.5"
+httpx = "^0.23.0"
 
 [tool.poe.executor]
 type = "poetry"