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update: fixing test cases and adding more!
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| Original file line number | Diff line number | Diff line change |
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@@ -162,3 +162,5 @@ cython_debug/ | |
| hivemind-bot-env/* | ||
| main.ipynb | ||
| .DS_Store | ||
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| temp_test_run_data.json | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,211 @@ | ||
| import unittest | ||
| from llama_index.schema import NodeWithScore, TextNode | ||
| from utils.query_engine.level_based_platforms_util import LevelBasedPlatformUtils | ||
|
|
||
|
|
||
| class TestLevelBasedPlatformUtils(unittest.TestCase): | ||
| def setUp(self): | ||
| self.level1_key = "channel" | ||
| self.level2_key = "thread" | ||
| self.date_key = "date" | ||
| self.utils = LevelBasedPlatformUtils( | ||
| self.level1_key, self.level2_key, self.date_key | ||
| ) | ||
|
|
||
| def test_prepare_prompt_with_metadata_info(self): | ||
| nodes = [ | ||
| NodeWithScore( | ||
| node=TextNode( | ||
| text="content1", | ||
| metadata={"author_username": "user1", "date": "2022-01-01"}, | ||
| ), | ||
| score=0, | ||
| ), | ||
| NodeWithScore( | ||
| node=TextNode( | ||
| text="content2", | ||
| metadata={"author_username": "user2", "date": "2022-01-02"}, | ||
| ), | ||
| score=0, | ||
| ), | ||
| ] | ||
| prefix = " " | ||
| expected_output = ( | ||
| " author: user1\n message_date: 2022-01-01\n message 1: content1\n" | ||
| " author: user2\n message_date: 2022-01-02\n message 2: content2" | ||
| ) | ||
| result = self.utils.prepare_prompt_with_metadata_info(nodes, prefix) | ||
| self.assertEqual(result, expected_output) | ||
|
|
||
| def test_group_nodes_per_metadata(self): | ||
| nodes = [ | ||
| NodeWithScore( | ||
| node=TextNode( | ||
| text="content1", | ||
| metadata={"channel": "A", "thread": "X", "date": "2022-01-01"}, | ||
| ), | ||
| score=0, | ||
| ), | ||
| NodeWithScore( | ||
| node=TextNode( | ||
| text="content2", | ||
| metadata={"channel": "A", "thread": "Y", "date": "2022-01-01"}, | ||
| ), | ||
| score=0, | ||
| ), | ||
| NodeWithScore( | ||
| node=TextNode( | ||
| text="content3", | ||
| metadata={"channel": "B", "thread": "X", "date": "2022-01-02"}, | ||
| ), | ||
| score=0, | ||
| ), | ||
| ] | ||
| expected_output = { | ||
| "A": {"X": {"2022-01-01": [nodes[0]]}, "Y": {"2022-01-01": [nodes[1]]}}, | ||
| "B": {"X": {"2022-01-02": [nodes[2]]}}, | ||
| } | ||
| result = self.utils.group_nodes_per_metadata(nodes) | ||
| self.assertEqual(result, expected_output) | ||
|
|
||
| def test_prepare_context_str_based_on_summaries(self): | ||
| raw_nodes = [ | ||
| NodeWithScore( | ||
| node=TextNode( | ||
| text="raw_content1", | ||
| metadata={ | ||
| "channel": "A", | ||
| "thread": "X", | ||
| "date": "2022-01-01", | ||
| "author_username": "USERNAME#1", | ||
| }, | ||
| ), | ||
| score=0, | ||
| ), | ||
| NodeWithScore( | ||
| node=TextNode( | ||
| text="raw_content2", | ||
| metadata={ | ||
| "channel": "A", | ||
| "thread": "Y", | ||
| "date": "2022-01-04", | ||
| "author_username": "USERNAME#2", | ||
| }, | ||
| ), | ||
| score=0, | ||
| ), | ||
| ] | ||
| summary_nodes = [ | ||
| NodeWithScore( | ||
| node=TextNode( | ||
| text="summary_content", | ||
| metadata={"channel": "A", "thread": "X", "date": "2022-01-01"}, | ||
| ), | ||
| score=0, | ||
| ) | ||
| ] | ||
| grouped_raw_nodes = {"A": {"X": {"2022-01-01": raw_nodes}}} | ||
| grouped_summary_nodes = {"A": {"X": {"2022-01-01": summary_nodes}}} | ||
| expected_output = ( | ||
| """channel: A\nthread: X\ndate: 2022-01-01\nsummary: summary_content\nmessages:\n""" | ||
| """ author: USERNAME#1\n message_date: 2022-01-01\n message 1: raw_content1\n""" | ||
| """ author: USERNAME#2\n message_date: 2022-01-04\n message 2: raw_content2\n""" | ||
| ) | ||
| result, _ = self.utils.prepare_context_str_based_on_summaries( | ||
| grouped_raw_nodes, grouped_summary_nodes | ||
| ) | ||
| self.assertEqual(result.strip(), expected_output.strip()) | ||
|
|
||
| def test_prepare_context_str_based_on_summaries_no_summary(self): | ||
| node1 = NodeWithScore( | ||
| node=TextNode( | ||
| text="raw_content1", | ||
| metadata={ | ||
| "channel": "A", | ||
| "thread": "X", | ||
| "date": "2022-01-01", | ||
| "author_username": "USERNAME#1", | ||
| }, | ||
| ), | ||
| score=0, | ||
| ) | ||
| node2 = NodeWithScore( | ||
| node=TextNode( | ||
| text="raw_content2", | ||
| metadata={ | ||
| "channel": "A", | ||
| "thread": "Y", | ||
| "date": "2022-01-04", | ||
| "author_username": "USERNAME#2", | ||
| }, | ||
| ), | ||
| score=0, | ||
| ) | ||
| grouped_raw_nodes = { | ||
| "A": {"X": {"2022-01-01": [node1]}, "Y": {"2022-01-04": [node2]}} | ||
| } | ||
| grouped_summary_nodes = {} | ||
| result, ( | ||
| summary_nodes_to_fetch_filters, | ||
| raw_nodes_missed, | ||
| ) = self.utils.prepare_context_str_based_on_summaries( | ||
| grouped_raw_nodes, grouped_summary_nodes | ||
| ) | ||
| self.assertEqual(result, "") | ||
| self.assertEqual(len(summary_nodes_to_fetch_filters), 2) | ||
| for channel in raw_nodes_missed.keys(): | ||
| self.assertIn(channel, ["A"]) | ||
| for thread in raw_nodes_missed[channel].keys(): | ||
| self.assertIn(thread, ["X", "Y"]) | ||
| for date in raw_nodes_missed[channel][thread]: | ||
| self.assertIn(date, ["2022-01-01", "2022-01-04"]) | ||
| nodes = raw_nodes_missed[channel][thread][date] | ||
|
|
||
| if date == "2022-01-01": | ||
| self.assertEqual( | ||
| grouped_raw_nodes["A"]["X"]["2022-01-01"], nodes | ||
| ) | ||
| elif date == "2022-01-04": | ||
| self.assertEqual( | ||
| grouped_raw_nodes["A"]["Y"]["2022-01-04"], nodes | ||
| ) | ||
|
|
||
| def test_prepare_context_str_based_on_summaries_multiple_summaries_error(self): | ||
| raw_nodes = [ | ||
| NodeWithScore( | ||
| node=TextNode( | ||
| text="raw_content1", | ||
| metadata={"channel": "A", "thread": "X", "date": "2022-01-01"}, | ||
| ), | ||
| score=0, | ||
| ), | ||
| NodeWithScore( | ||
| node=TextNode( | ||
| text="raw_content2", | ||
| metadata={"channel": "A", "thread": "Y", "date": "2022-01-01"}, | ||
| ), | ||
| score=0, | ||
| ), | ||
| ] | ||
| summary_nodes = [ | ||
| NodeWithScore( | ||
| node=TextNode( | ||
| text="summary_content1", | ||
| metadata={"channel": "A", "thread": "X", "date": "2022-01-01"}, | ||
| ), | ||
| score=0, | ||
| ), | ||
| NodeWithScore( | ||
| node=TextNode( | ||
| text="summary_content2", | ||
| metadata={"channel": "A", "thread": "X", "date": "2022-01-01"}, | ||
| ), | ||
| score=0, | ||
| ), | ||
| ] | ||
| grouped_raw_nodes = {"A": {"X": {"2022-01-01": raw_nodes}}} | ||
| grouped_summary_nodes = {"A": {"X": {"2022-01-01": summary_nodes}}} | ||
| with self.assertRaises(ValueError): | ||
| self.utils.prepare_context_str_based_on_summaries( | ||
| grouped_raw_nodes, grouped_summary_nodes | ||
| ) |
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