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synthetic_records = []
assert isinstance(synthetic_records, list) and len(synthetic_records) >= 20, \
    "Gemini returned an unexpected format. Re-run or adjust the prompt."
# Traceback (most recent call last):
#   File "<python-input-1>", line 1, in <module>
#     assert isinstance(synthetic_records, list) and len(synthetic_records) >= 20, \
#            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
# AssertionError: Gemini returned an unexpected format. Re-run or adjust the prompt.

dskecse

import sys

from collections import defaultdict

def build_frequency_counts(text: str, n: int = 2) -> dict[tuple[list[str]], dict[str, int]]:
    if n < 1 or n > len(text):
        print(f"Error: n should be within 1 and {len(text)}, instead it is: {n}")
        sys.exit(1)

    counts = defaultdict(lambda: defaultdict(int)) # nested dict w/ a value set to 0

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import sys

def extract_ngrams(text: str, n: int = 2) -> list[str]:
    if n < 1 or n > len(text):
        print(f"Error: n should be within 1 and {len(text)}, instead it is: {n}")
        sys.exit(1)
        
    if n == 1:
        return list(text)

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overall_failure_rate = 0.21052631578947367

f"Overall failure rate: {rate * 100:.2f}%"
# => 'Overall failure rate: 21.05%'

f"Overall failure rate: {rate:.2%}"
# => 'Overall failure rate: 21.05%'

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Failure Mode	Failure Rate
Incomplete Answer	10.5% (2/19)
Safety Violations	0.0% (0/19)
Unrealistic Tools	0.0% (0/19)
Overcomplicated Solution	0.0% (0/19)
Missing Context	5.3% (1/19)
Poor Quality Tips	15.8% (3/19)

dskecse

from dataclasses import dataclass

@dataclass
class FailureMode:
    name: str
    evaluation_criteria: str

failure_modes = [
    FailureMode(name="incomplete_answer", evaluation_criteria="..."),
    FailureMode(name="safety_violations", evaluation_criteria="..."),

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# This file specifies files that are *not* uploaded to Google Cloud Platform
# using gcloud. It follows the same syntax as .gitignore, with the addition of
# "#!include" directives (which insert the entries of the given .gitignore-style
# file at that point).
#
# For more information, run:
#   $ gcloud topic gcloudignore
#
.gcloudignore
# If you would like to upload your .git directory, .gitignore file or files

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# frozen_string_literal: true

p RACTOR_COUNT: Ractor.count # => 1
p IS_MAIN_RACTOR: Ractor.main? # => true
p Ractor.main  # => #<Ractor:#1 running>

port = Ractor::Port.new
p port # => #<Ractor::Port to:#1 id:1>
Ractor.new(port) do |port|
  p RACTOR_COUNT: Ractor.count # => 2

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# frozen_string_literal: true

X = 1

class Rubybox
  def self.x = X
  def x = ::X
end

# Usage:

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# 1. download a copy of prod db to localhost

# connect to remote redis database and
# download a snapshot of the entire database
# to a local file on your filesystem

# via https://stackoverflow.com/a/61365048/625840
# docs https://redis.io/docs/manual/cli/#remote-backups-of-rdb-files

redis-cli -u $PROD_REDIS_URL --rdb dump.rdb