Created
May 29, 2019 09:39
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quick faust code review
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import faust | |
app = faust.App(id="test",broker="kafka://localhost:9092",store="memory://") | |
# convenience func for launching the app | |
def main() -> None: | |
app.main() | |
# Input topic, NOT managed by Faust. Marked | |
input_topic = app.topic('input', internal=False, partitions=1, value_type=str) | |
# Faust will create this topic for us. | |
colors_topic = app.topic('colors_topic', internal=True, partitions=1, value_type=str) | |
# Output, also NOT managed by Faust. | |
output_topic = app.topic('output', internal=False, partitions=1, value_type=str) | |
# Let's define a table to keep the count of valid RGB colors. | |
colors_count_table = app.Table('colors-count', key_type=str, value_type=int, partitions=1, default=int) | |
VALID_WORDS = ["red", "green", "blue"] | |
@app.agent(input_topic) | |
async def filter_colors(words): | |
async for word in words: | |
print(word) | |
if word in VALID_WORDS: | |
await colors_topic.send(value=word) | |
@app.agent(colors_topic) | |
async def colors_count(colors): | |
async for color in colors: | |
colors_count_table[color] += 1 | |
print(f'{color} has now been seen {colors_count_table[color]} times') | |
await output_topic.send(value=colors_count_table[color]) |
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