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authorJules Laplace <julescarbon@gmail.com>2019-04-15 16:26:03 +0200
committerJules Laplace <julescarbon@gmail.com>2019-04-15 16:26:03 +0200
commit79f0e696f3f6067a0841a37404fb546dedaa07cb (patch)
treea064f2841dc532f81fcf04eb84300e679fda2b27 /check/app/models/sql_factory.py
parente257e83f313a2976347b0a30f58e66b7bcbc1235 (diff)
cli suite working
Diffstat (limited to 'check/app/models/sql_factory.py')
-rw-r--r--check/app/models/sql_factory.py50
1 files changed, 43 insertions, 7 deletions
diff --git a/check/app/models/sql_factory.py b/check/app/models/sql_factory.py
index d4a371e..1d32a68 100644
--- a/check/app/models/sql_factory.py
+++ b/check/app/models/sql_factory.py
@@ -3,11 +3,17 @@ import glob
import time
import pandas as pd
-from sqlalchemy import create_engine, Table, Column, String, Integer, BigInteger
+from PIL import Image
+
+from sqlalchemy import create_engine, Table, Column, String, Integer, BigInteger, text
from sqlalchemy.orm import sessionmaker
from sqlalchemy.ext.declarative import declarative_base
from app.settings import app_cfg as cfg
+from app.settings.types import VALID_IMAGE_EXTENSIONS
+
+from app.utils.im_utils import compute_phash_int
+from app.utils.file_utils import sha256
connection_url = "mysql+mysqlconnector://{}:{}@{}/{}?charset=utf8mb4".format(
os.getenv("DB_USER"),
@@ -19,16 +25,15 @@ connection_url = "mysql+mysqlconnector://{}:{}@{}/{}?charset=utf8mb4".format(
loaded = False
engine = create_engine(connection_url, encoding="utf-8", pool_recycle=3600)
Session = sessionmaker(bind=engine)
-
Base = declarative_base()
class FileTable(Base):
"""Table for storing various hashes of images"""
__tablename__ = 'files'
id = Column(Integer, primary_key=True)
- sha256 = Column(String(36, convert_unicode=True), nullable=False)
+ sha256 = Column(String(64, convert_unicode=True), nullable=False)
phash = Column(BigInteger, nullable=False)
- ext = Column(String(3, convert_unicode=True), nullable=False)
+ ext = Column(String(4, convert_unicode=True), nullable=False)
def toJSON(self):
return {
'id': self.id,
@@ -37,12 +42,21 @@ class FileTable(Base):
'ext': self.ext,
}
+Base.metadata.create_all(engine)
+
def search_by_phash(phash, threshold=6):
"""Search files for a particular phash"""
connection = engine.connect()
- cmd = 'SELECT files.*, BIT_COUNT(phash ^ :phash) as hamming_distance FROM images_image HAVING hamming_distance < :threshold ORDER BY hamming_distance ASC LIMIT 1'
- matches = connection.execute(text(cmd), phash=phash, threshold=threshold)
- return matches
+ cmd = 'SELECT files.*, BIT_COUNT(phash ^ :phash) as hamming_distance FROM files HAVING hamming_distance < :threshold ORDER BY hamming_distance ASC LIMIT 1'
+ matches = connection.execute(text(cmd), phash=phash, threshold=threshold).fetchall()
+ keys = ('id', 'sha256', 'phash', 'ext', 'score')
+ results = [ dict(zip(keys, values)) for values in matches ]
+ return results
+
+def search_by_hash(hash):
+ session = Session()
+ match = session.query(FileTable).filter(FileTable.sha256 == hash)
+ return match.first()
def add_phash(sha256, phash, ext):
"""Add a file to the table"""
@@ -51,4 +65,26 @@ def add_phash(sha256, phash, ext):
)
session = Session()
session.add(rec)
+ session.commit()
session.flush()
+
+def add_phash_by_filename(path):
+ """Add a file by filename, getting all the necessary attributes"""
+ print(path)
+ if not os.path.exists(path):
+ print("File does not exist")
+ return
+
+ dir, fn = os.path.split(path)
+ root, ext = os.path.splitext(fn)
+ ext = ext.strip('.')
+ if ext not in VALID_IMAGE_EXTENSIONS:
+ print("Not an image file")
+ return
+
+ im = Image.open(path).convert('RGB')
+ phash = compute_phash_int(im)
+
+ hash = sha256(path)
+
+ add_phash(sha256=hash, phash=phash, ext=ext)