sort embeddings by name (case insensitive)

import sys

import traceback

import inspect

from collections import namedtuple

from collections import namedtuple, OrderedDict

import torch

import tqdm

class EmbeddingDatabase:

    def __init__(self):

        self.ids_lookup = {}

        self.word_embeddings = {}

        self.word_embeddings = OrderedDict()

        self.skipped_embeddings = {}

        self.expected_shape = -1

        self.embedding_dirs = {}

            self.load_from_dir(embdir)

            embdir.update()

        # re-sort word_embeddings because load_from_dir may not load in alphabetic order.

        self.word_embeddings = {e.name: e for e in sorted(self.word_embeddings.values(), key=lambda e: e.name.lower())}

        displayed_embeddings = (tuple(self.word_embeddings.keys()), tuple(self.skipped_embeddings.keys()))

        if self.previously_displayed_embeddings != displayed_embeddings:

            self.previously_displayed_embeddings = displayed_embeddings