1 files changed, 0 insertions, 62 deletions
diff --git a/megapixels/commands/faiss/build.py b/megapixels/commands/faiss/build.py
deleted file mode 100644
index e525542a..00000000
--- a/megapixels/commands/faiss/build.py
+++ /dev/null
@@ -1,62 +0,0 @@
-"""
-Index all of the FAISS datasets
-"""
-
-import os
-import glob
-import click
-import faiss
-import time
-import numpy as np
-
-from app.utils.file_utils import load_recipe, load_csv_safe
-from app.settings import app_cfg as cfg
-
-engine = create_engine('sqlite:///:memory:')
-
-class DefaultRecipe:
-  def __init__(self):
-    self.dim = 128
-    self.factory_type = 'Flat'
-
-@click.command()
-@click.pass_context
-def cli(ctx):
-  """build the FAISS index.
-    - looks for all datasets in faiss/metadata/
-    - uses the recipe above by default
-    - however you can override this by adding a new recipe in faiss/recipes/{name}.json
-  """
-  datasets = []
-  for fn in glob.iglob(os.path.join(cfg.DIR_FAISS_METADATA, "*")):
-    name = os.path.basename(fn)
-    recipe_fn = os.path.join(cfg.DIR_FAISS_RECIPES, name + ".json")
-    if os.path.exists(recipe_fn):
-      build_faiss(name, load_recipe(recipe_fn))
-    else:
-      build_faiss(name, DefaultRecipe())
-    # index identities
-    # certain CSV files should be loaded into mysql
-    # User.__table__.drop()
-  SQLemployees.create(engine)
-
-def build_faiss(name, recipe):
-  vec_fn = os.path.join(cfg.DIR_FAISS_METADATA, name, "vecs.csv")
-  index_fn = os.path.join(cfg.DIR_FAISS_INDEXES, name + ".index")
-
-  index = faiss.index_factory(recipe.dim, recipe.factory_type)
-
-  keys, rows = load_csv_safe(vec_fn)
-  feats = np.array([ list(map(float, row[3].split(","))) for row in rows ]).astype('float32')
-  n, d = feats.shape
-
-  print("{}: training {} x {} dim vectors".format(name, n, d))
-  print(recipe.factory_type)
-
-  add_start = time.time()
-  index.add(feats)
-  add_end = time.time()
-  add_time = add_end - add_start
-  print("{}: add time: {:.1f}s".format(name, add_time))
-
-  faiss.write_index(index, index_fn)