Fix/memory issue test 1

.Dockerignore

@@ -3,6 +3,9 @@
 .git
 .gitignore
 
+# Python
+*/.venv/
+
 # CI
 .codeclimate.yml
 .travis.yml
@@ -12,7 +15,10 @@
 docker-compose.yml
 .docker
 .dockerignore
-Dockerfile?
+Dockerfile
+Dockerfile.prod
+Dockerfile.stag
+Dockerfile.dev
 
 # Byte-compiled / optimized / DLL files
 __pycache__/
@@ -78,6 +84,7 @@ target/
 # Virtual environment
 .venv/
 venv/
+.vscode/
 
 # PyCharm
 .idea
@@ -101,7 +108,6 @@ venv/
 README.md
 
 # Library dependecy metadata
-poetry.lock
 
 # github workflows
 .github/
@@ -112,4 +118,23 @@ poetry.lock
 volumes/
 
 # Task
-tasks/
+tasks/
+
+# Example
+app/example/
+
+# Gitpod
+scripts/gitpod*
+scripts/codespaces*
+
+# Github workflows
+.github
+.devcontainer
+
+# Gitpod
+scripts/gitpod*
+scripts/codespaces*
+.gitpod*
+
+# Env Files
+.env*

.flake8

@@ -1,6 +1,6 @@
 [flake8]
 ; ignore = E266, E501, W503, E203, C901
-ignore = E501 app/models/
+ignore = E501
 exclude = .eggs,*.egg-info,.git,.hg,.tox, __pycache__,.vscode,.venv,__init__.py,.mypy_cache,.pytest_cache
 max-line-length = 79
 max-complexity = 18

.gitignore

@@ -162,6 +162,7 @@ cython_debug/
 !.vscode/launch.json
 !.vscode/extensions.json
 !.vscode/*.code-snippets
+.vscode
 
 # Local History for Visual Studio Code
 .history/
@@ -175,4 +176,7 @@ cython_debug/
 .ionide
 
 # End of https://www.toptal.com/developers/gitignore/api/visualstudiocode
-n
+n
+
+# Example
+app/example/

.pre-commit-config.yaml

@@ -1,14 +1,15 @@
+files: app/
 repos:
 -   repo: https://github.com/psf/black
     rev: 22.3.0
     hooks:
     - id: black
       language_version: python3
 -   repo: https://github.com/pycqa/flake8
-    rev: 4.0.1
+    rev: 7.0.0
     hooks:
     - id: flake8
 -   repo: https://github.com/timothycrosley/isort
-    rev: 5.9.3
+    rev: 5.12.0
     hooks:
     - id: isort

Dockerfile

@@ -1,22 +1,19 @@
-FROM tiangolo/uvicorn-gunicorn-fastapi:python3.9
+FROM python:3.9.16-buster
 
 WORKDIR /app
 
-ENV POETRY_VERSION=1.2.0
-
 # Install Poetry
-RUN curl -sSL  https://install.python-poetry.org | POETRY_HOME=/opt/poetry python && \
+RUN curl -sSL https://install.python-poetry.org/ | POETRY_HOME=/opt/poetry python && \
     cd /usr/local/bin && \
     ln -s /opt/poetry/bin/poetry && \
-    poetry config experimental.new-installer false && \
     poetry config virtualenvs.create false
 
 # Copy poetry.lock* in case it doesn't exist in the repo
-COPY ./pyproject.toml ./poetry.lock* /
+COPY ./pyproject.toml  ./poetry.lock* /
 
 # Allow installing dev dependencies to run tests
 ARG INSTALL_DEV=false
-RUN bash -c "if [ $INSTALL_DEV == 'true' ] ; then poetry install --no-root ; else poetry install --no-root --no-dev ; fi"
+RUN bash -c "if [ $INSTALL_DEV == 'true' ] ; then poetry install --no-root ; else poetry install --no-root --only main ; fi"
 
 COPY . .
 ENV PYTHONPATH=/app

Dockerfile.dev

@@ -1,22 +1,20 @@
-FROM tiangolo/uvicorn-gunicorn-fastapi:python3.9
+FROM python:3.9.16-buster
 
 WORKDIR /app
 
-ENV POETRY_VERSION=1.2.0
+ENV POETRY_VERSION=1.5.1
 
 # Install Poetry
 RUN curl -sSL  https://install.python-poetry.org | POETRY_HOME=/opt/poetry python && \
-    cd /usr/local/bin && \
-    ln -s /opt/poetry/bin/poetry && \
-    poetry config experimental.new-installer false && \
+    export PATH="/opt/poetry/bin:$PATH" && \
     poetry config virtualenvs.create false
 
 # Copy poetry.lock* in case it doesn't exist in the repo
 COPY ./pyproject.toml ./poetry.lock* /
 
 # Allow installing dev dependencies to run tests
 ARG INSTALL_DEV=false
-RUN bash -c "if [ $INSTALL_DEV == 'true' ] ; then poetry install --no-root ; else poetry install --no-root --no-dev ; fi"
+RUN bash -c "if [ $INSTALL_DEV == 'true' ] ; then /opt/poetry/bin/poetry install --no-root ; else /opt/poetry/bin/poetry install --no-root --no-dev ; fi"
 
 COPY . .
 ENV PYTHONPATH=/app

Dockerfile.prod

@@ -0,0 +1,20 @@
+FROM python:3.10-slim-buster as requirements-stage
+
+WORKDIR /tmp
+RUN pip install poetry
+COPY ./pyproject.toml ./poetry.lock* /tmp/
+
+RUN mkdir -p /tmp/app
+COPY ./app /tmp/app
+
+RUN poetry export -f requirements.txt --output requirements.txt --without-hashes
+
+
+FROM python:3.10-slim-buster
+
+WORKDIR /code
+
+COPY --from=requirements-stage /tmp/requirements.txt /code/requirements.txt
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+COPY --from=requirements-stage /tmp/app /code/app

app/api/api_v1/routers/prefetch.py

@@ -1,6 +1,6 @@
 from fastapi import APIRouter
 
-from app.models.prefetch import Prefetch
+from app.models.prefetch import Prefetch, PrefetchResponse
 from app.utils.tasks import prefetch_profiles
 
 prefetch_router = router = APIRouter()
@@ -24,10 +24,17 @@ async def prefetch_profiles_background(prefetch: Prefetch):
     urls = prefetch.urls
     minimal = prefetch.minimal
     samples_to_fetch = prefetch.samples_to_fetch
+    trigger_id = prefetch.trigger_id
 
     # Prefetch Profiles as a background job
     result = prefetch_profiles.delay(
-        urls=urls, minimal=minimal, samples_to_fetch=samples_to_fetch
+        urls=urls,
+        minimal=minimal,
+        samples_to_fetch=samples_to_fetch,
+        trigger_id=trigger_id,
     )
 
-    return result.id
+    return PrefetchResponse(
+        task_id=result.id,
+        trigger_id=trigger_id,
+    )

app/api/api_v1/routers/profile.py

@@ -2,7 +2,7 @@
 from typing import List
 
 from fastapi import APIRouter, Depends
-from pandas_profiling import ProfileReport
+from ydata_profiling import ProfileReport
 
 from app.core.config import Settings
 from app.models.alerts import Alerts

app/core/config.py

@@ -1,6 +1,6 @@
 from typing import List
 
-from pydantic import BaseSettings
+from pydantic_settings import BaseSettings
 
 
 class Settings(BaseSettings):
@@ -41,10 +41,21 @@ class Settings(BaseSettings):
 
     # MODEL PARAMS
     # Constraint for Column names
-    COLUMN_NAME_REGEX_PATTERN = r"[\w\s]*"
+    COLUMN_NAME_REGEX_PATTERN: str = r"[\w\s]*"
 
     # PROFILE SEGMENTS
     SAMPLE_DATA_RENDERER: List[str] = ["head"]
 
+    # LOGGING SETTINGS
+    LOG_LEVEL: str = "DEBUG"
+    LOG_FILE_PATH: str = "logs/app.log"
+    LOG_FILE_SIZE: int = 100_000_000  # 100MB
+    LOG_FILE_BACKUP_COUNT: int = 5
+    LOG_FORMAT: str = "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
+
+    # PROFILING SETTINGS
+    PROGRESS_BAR: bool = True
+
     class Config:
         env_file = ".env"
+        extra = "ignore"

app/core/logging.py

@@ -0,0 +1,56 @@
+import logging
+import logging.config
+import os
+
+from app.core.config import Settings
+
+settings = Settings()
+
+# Create the logs directory if it doesn't exist
+log_directory = os.path.dirname(settings.LOG_FILE_PATH)
+if not os.path.exists(log_directory):
+    os.makedirs(log_directory)
+
+# Configuration dictionary for logging
+LOGGING_CONFIG = {
+    "version": 1,
+    "disable_existing_loggers": False,
+    "formatters": {
+        "default": {
+            "format": "%(asctime)s [%(levelname)s] [%(name)s:%(lineno)d] - %(message)s",  # noqa: E501
+            "datefmt": "%Y-%m-%d %H:%M:%S",
+        },
+    },
+    "handlers": {
+        "console": {
+            "class": "rich.logging.RichHandler",
+            "level": settings.LOG_LEVEL,
+        },
+    },
+    "loggers": {
+        "": {
+            "level": settings.LOG_LEVEL,
+            "handlers": ["console"],
+            "propagate": True,
+        },
+        "celery": {
+            "level": settings.LOG_LEVEL,
+            "handlers": ["console"],
+            "propagate": True,
+        },
+    },
+}
+
+# Load the logging configuration
+logging.config.dictConfig(LOGGING_CONFIG)
+
+
+def get_logger(name: str) -> logging.Logger:
+    """
+    Get a logger with the specified name.
+    Args:
+        name (str): The name of the logger.
+    Returns:
+        logging.Logger: The logger instance.
+    """
+    return logging.getLogger(name)

app/models/alerts.py

@@ -1,9 +1,9 @@
 from __future__ import annotations
 
-from typing import List
+from typing import List, Optional
 
-from pydantic import BaseModel
+from pydantic import RootModel
 
 
-class Alerts(BaseModel):
-    __root__: List[str]
+class Alerts(RootModel[Optional[List[str]]]):
+    pass

app/models/analysis.py

@@ -1,13 +1,13 @@
-from datetime import datetime, timedelta
+from datetime import datetime
+from typing import Optional
 
 from pydantic.main import BaseModel
 
 
 class Analysis(BaseModel):
-    title: str
-    date_start: datetime
-    date_end: datetime
-    duration: timedelta
+    title: Optional[str]
+    date_start: Optional[datetime]
+    date_end: Optional[datetime]
 
     class Config:
         underscore_attrs_are_private = True

app/models/correlations.py

@@ -11,6 +11,7 @@ class Correlations(BaseModel):
     kendall: Optional[Union[Json, Dict]]
     cramers: Optional[Union[Json, Dict]]
     phi_k: Optional[Union[Json, Dict]]
+    # auto: Optional[Union[Json, Dict, Any]]
 
     class Config:
         underscore_attrs_are_private = True

app/models/duplicates.py

@@ -1,7 +1,7 @@
-from typing import Union
+from typing import Any
 
-from pydantic import BaseModel, Json
+from pydantic import RootModel
 
 
-class Duplicates(BaseModel):
-    __root__: Union[Json, str]
+class Duplicates(RootModel[Any]):
+    pass