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chore: add script to clean up question responses, response details and element instances #4347

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merged 36 commits into from
Nov 10, 2024

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@sjschlapbach sjschlapbach commented Nov 3, 2024

To execute scripts:

pnpm run script ./src/scripts/2024-10-31_cleanup_responses.ts

Summary by CodeRabbit

  • New Features

    • Enhanced functionality for managing and updating responses in the database.
    • Improved metrics aggregation for element instances, including quizzes and learning activities.
    • Introduced a new PostgreSQL service for better data handling.
  • Bug Fixes

    • Standardized property naming for spaced repetition results to enhance clarity.
  • Refactor

    • Updated function signatures and return values for consistency across the codebase.
    • Minor refactoring for improved clarity in response handling and error management.
    • Updated scripts to accommodate new service configurations.

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coderabbitai bot commented Nov 3, 2024

📝 Walkthrough

Walkthrough

The pull request introduces significant updates to the management of responses in a database, specifically targeting element instances such as PRACTICE_QUIZ and MICROLEARNING. A new script, 2024-10-31_cleanup_responses.ts, is added, featuring a main function that retrieves and processes element instances, aggregates metrics, and updates responses. Additionally, modifications to the practiceQuizzes.ts file standardize the SpacedRepetitionResult type and update the updateSpacedRepetition function to reflect these changes, ensuring consistency in property naming and return values. Changes are also made to the Docker and restore scripts for service management.

Changes

File Path Change Summary
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts - Added functions: run, computeDetailUpdate, computeResponseUpdate, computeInstanceUpdate for managing responses and metrics.
packages/graphql/src/services/practiceQuizzes.ts - Updated SpacedRepetitionResult type: renamed efactor to eFactor.
- Modified updateSpacedRepetition function to reflect the new property name.
- Adjusted return values and error handling for consistency.
_run_app_dependencies_macos.sh - Updated Docker command to use postgres_diff instead of postgres.
docker-compose.yml - Added new service postgres_diff with different port mapping and volume.
util/_restore-prod.sh - Updated pg_restore commands to include --port=5432 and --port=5433.

Possibly related PRs


📜 Recent review details

Configuration used: CodeRabbit UI
Review profile: CHILL

📥 Commits

Reviewing files that changed from the base of the PR and between f05afa5 and f8303a6.

⛔ Files ignored due to path filters (1)
  • pnpm-lock.yaml is excluded by !**/pnpm-lock.yaml
📒 Files selected for processing (3)
  • _run_app_dependencies_macos.sh (1 hunks)
  • docker-compose.yml (2 hunks)
  • util/_restore-prod.sh (1 hunks)
🔇 Additional comments (3)
_run_app_dependencies_macos.sh (1)

7-7: Verify Docker configuration for dual PostgreSQL services.

Running two PostgreSQL instances simultaneously could impact system resources. Please ensure:

  1. Both services have distinct port mappings (5432 and 5433)
  2. Volume configurations don't conflict
  3. System has sufficient resources
✅ Verification successful

Port and volume configurations for PostgreSQL services are properly configured

Based on the docker-compose.yml content:

  1. Port mappings are correctly configured:
    • postgres service uses port 5432
    • postgres_diff service uses port 5433
  2. Volume configurations are distinct and won't conflict:
    • postgres uses volume klicker_data
    • postgres_diff uses volume klicker_data_diff
  3. Both services share the same initialization script but with separate data volumes
🏁 Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify Docker service configurations for PostgreSQL instances

# Test: Check if both postgres services are properly configured
echo "Checking Docker Compose configuration..."
docker compose config | grep -A 10 'service: postgres\|service: postgres_diff'

# Test: Verify port mappings
echo "Checking port mappings..."
docker compose config | grep -A 2 'ports:'

Length of output: 424


Script:

#!/bin/bash
# Let's try to find and examine the Docker Compose configuration file directly
echo "Looking for docker-compose files..."
fd -t f -e yml -e yaml compose
fd -t f -e yml -e yaml docker

echo "Checking content of any found compose files..."
for file in $(fd -t f -e yml -e yaml 'compose|docker'); do
  echo "=== Content of $file ==="
  cat "$file"
done

Length of output: 18675

util/_restore-prod.sh (1)

1-3: Verify port availability before restore

The script should verify that the PostgreSQL services are actually running on the specified ports before attempting restore.

docker-compose.yml (1)

189-189: LGTM!

The volume configuration follows the existing pattern and is correctly defined.


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Caution

Inline review comments failed to post. This is likely due to GitHub's limits when posting large numbers of comments.

Actionable comments posted: 9

🧹 Outside diff range and nitpick comments (5)
packages/graphql/src/services/practiceQuizzes.ts (1)

Line range hint 500-544: Consider adding algorithm documentation.

The implementation correctly follows the SuperMemo-2 spaced repetition algorithm with proper input validation and calculations. However, it would benefit from documentation explaining the algorithm's parameters and formulas.

Add JSDoc comments explaining the algorithm:

+/**
+ * Updates spaced repetition parameters using the SuperMemo-2 algorithm.
+ * @see https://www.supermemo.com/en/archives1990-2015/english/ol/sm2
+ * @param {Object} params - Input parameters
+ * @param {number} params.eFactor - Easiness factor (minimum 1.3)
+ * @param {number} params.interval - Current interval in days
+ * @param {number} params.streak - Current streak of correct answers
+ * @param {number} params.grade - Performance grade (0 to 1)
+ * @returns {SpacedRepetitionResult} Updated spaced repetition parameters
+ */
 export function updateSpacedRepetition({
   eFactor,
   interval,
   streak,
   grade,
 }: {
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (4)

709-709: Address the TODO: Replace with helper function once available

There is a TODO comment indicating that this code should be replaced with a helper function once available. This might improve code maintainability and reduce duplication.

Would you like assistance in implementing this helper function or opening a new GitHub issue to track this task?


910-910: Address the TODO: Replace with helper function once available

Similar to earlier, there's a TODO to replace this code with a helper function when it's available. Implementing this will enhance consistency across the codebase.

Would you like assistance in implementing this helper function or opening a new GitHub issue to track this task?


1138-1138: Address the TODO: Replace with helper function once available

Again, there's a TODO comment to use a helper function when it's available. Addressing this will help streamline the code.

Would you like assistance in implementing this helper function or opening a new GitHub issue to track this task?


35-35: Address the TODO: Update script with helper functions from the stacks service

There's a TODO comment indicating that this script should be updated with helper functions from the stacks service once they become available. Doing so may enhance code reuse and maintainability.

Would you like assistance in integrating these helper functions or opening a new GitHub issue to track this task?

🛑 Comments failed to post (9)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (9)

816-820: ⚠️ Potential issue

Possible logical error: Incorrect variable used in condition

In the ternary operator assigning lastResponseCorrectness, you're checking firstCorrect === 0 instead of lastCorrect === 0. This seems incorrect since you're evaluating lastCorrect.

Apply this diff to fix the condition:

 lastResponseCorrectness =
   lastCorrect === 1
     ? ResponseCorrectness.CORRECT
-    : firstCorrect === 0
+    : lastCorrect === 0
       ? ResponseCorrectness.WRONG
       : ResponseCorrectness.PARTIAL
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

            ? ResponseCorrectness.CORRECT
            : lastCorrect === 0
              ? ResponseCorrectness.WRONG
              : ResponseCorrectness.PARTIAL
        averageTimeSpent =

113-117: ⚠️ Potential issue

Type error: Incorrectly treating totalXpAwarded as a date

In the update condition, totalXpAwarded is a number representing the total XP awarded, but the code is treating it as a date by using dayjs to compare them. This will lead to incorrect comparisons.

Apply this diff to fix the comparison:

 updateReq =
   updateReq ||
-  dayjs(response.totalXpAwarded).isSame(dayjs(newValues.totalXpAwarded))
+  response.totalXpAwarded !== newValues.totalXpAwarded
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

  updateReq =
    updateReq || response.totalPointsAwarded !== newValues.totalPointsAwarded
  updateReq =
    updateReq ||
    response.totalXpAwarded !== newValues.totalXpAwarded

1043-1048: ⚠️ Potential issue

Possible logical error: Incorrect variable used in condition

Similarly, the same issue occurs here. Ensure you are checking lastCorrect instead of firstCorrect.

Apply this diff to fix the condition:

 lastResponseCorrectness =
   lastCorrect === 1
     ? ResponseCorrectness.CORRECT
-    : firstCorrect === 0
+    : lastCorrect === 0
       ? ResponseCorrectness.WRONG
       : ResponseCorrectness.PARTIAL
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

          lastCorrect === 1
            ? ResponseCorrectness.CORRECT
            : lastCorrect === 0
              ? ResponseCorrectness.WRONG
              : ResponseCorrectness.PARTIAL
        averageTimeSpent =

614-619: ⚠️ Potential issue

Possible logical error: Incorrect variable used in condition

In the ternary operator assigning lastResponseCorrectness, you're checking firstCorrect === 0 instead of lastCorrect === 0. This seems incorrect since you're evaluating lastCorrect.

Apply this diff to fix the condition:

 lastResponseCorrectness =
   lastCorrect === 1
     ? ResponseCorrectness.CORRECT
-    : firstCorrect === 0
+    : lastCorrect === 0
       ? ResponseCorrectness.WRONG
       : ResponseCorrectness.PARTIAL
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

          lastCorrect === 1
            ? ResponseCorrectness.CORRECT
            : lastCorrect === 0
              ? ResponseCorrectness.WRONG
              : ResponseCorrectness.PARTIAL
        averageTimeSpent =

711-717: 🛠️ Refactor suggestion

Avoid using spread syntax on accumulators in reduce functions

Using the spread operator on accumulators within a reduce function leads to O(n^2) time complexity and can cause performance issues with large datasets. Consider mutating the accumulator object directly instead.

Apply this diff to refactor the code:

- acc.aggResponses.choices = detail.response.choices.reduce(
-   (acc, ix) => ({
-     ...acc,
-     [ix]: acc[ix]! + 1,
-   }),
-   acc.aggResponses.choices
- )
+ detail.response.choices.forEach((ix) => {
+   acc.aggResponses.choices[ix]! += 1;
+ });
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

            detail.response.choices.forEach((ix) => {
              acc.aggResponses.choices[ix]! += 1;
            });
🧰 Tools
🪛 Biome

[error] 713-713: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


1039-1042: ⚠️ Potential issue

Possible logical error: Incorrect variable used in condition

In the ternary operator assigning lastResponseCorrectness, you're checking firstCorrect === 0 instead of lastCorrect === 0. This seems incorrect since you're evaluating lastCorrect.

Apply this diff to fix the condition:

 lastResponseCorrectness =
   lastCorrect === 1
     ? ResponseCorrectness.CORRECT
-    : firstCorrect === 0
+    : lastCorrect === 0
       ? ResponseCorrectness.WRONG
       : ResponseCorrectness.PARTIAL

Committable suggestion skipped: line range outside the PR's diff.


721-727: 🛠️ Refactor suggestion

Avoid using spread syntax on accumulators in reduce functions

Using the spread operator on accumulators within a reduce function leads to O(n^2) time complexity and can cause performance issues with large datasets. Consider mutating the accumulator object directly instead.

Apply this diff to refactor the code:

- instanceResults.choices = detail.response.choices.reduce(
-   (acc, ix) => ({
-     ...acc,
-     [ix]: acc[ix]! + 1,
-   }),
-   (instanceResults as ElementResultsChoices).choices
- )
+ detail.response.choices.forEach((ix) => {
+   (instanceResults as ElementResultsChoices).choices[ix]! += 1;
+ });
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

            detail.response.choices.forEach((ix) => {
              (instanceResults as ElementResultsChoices).choices[ix]! += 1;
            });
🧰 Tools
🪛 Biome

[error] 723-723: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


1297-1312: ⚠️ Potential issue

Incorrect logic when updating instance last response counts

Similarly, the assignments for instanceLastCorrectCount, instanceLastPartialCorrectCount, and instanceLastWrongCount may not update the counts correctly due to operator precedence and logical errors. Adjust the logic to increment counts based on the correctness of the last response.

Apply this diff to fix the logic:

-instanceLastCorrectCount =
-  (instanceLastCorrectCount ?? 0) + lastResponseCorrectness! ===
-  ResponseCorrectness.CORRECT
-    ? 1
-    : 0
+instanceLastCorrectCount =
+  (instanceLastCorrectCount ?? 0) +
+  (lastResponseCorrectness === ResponseCorrectness.CORRECT ? 1 : 0);

-instanceLastPartialCorrectCount =
-  (instanceLastPartialCorrectCount ?? 0) + lastResponseCorrectness! ===
-  ResponseCorrectness.PARTIAL
-    ? 1
-    : 0
+instanceLastPartialCorrectCount =
+  (instanceLastPartialCorrectCount ?? 0) +
+  (lastResponseCorrectness === ResponseCorrectness.PARTIAL ? 1 : 0);

-instanceLastWrongCount =
-  (instanceLastWrongCount ?? 0) + lastResponseCorrectness! ===
-  ResponseCorrectness.WRONG
-    ? 1
-    : 0
+instanceLastWrongCount =
+  (instanceLastWrongCount ?? 0) +
+  (lastResponseCorrectness === ResponseCorrectness.WRONG ? 1 : 0);
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

      instanceLastCorrectCount =
        (instanceLastCorrectCount ?? 0) +
        (lastResponseCorrectness === ResponseCorrectness.CORRECT ? 1 : 0);
      instanceLastPartialCorrectCount =
        (instanceLastPartialCorrectCount ?? 0) +
        (lastResponseCorrectness === ResponseCorrectness.PARTIAL ? 1 : 0);
      instanceLastWrongCount =
        (instanceLastWrongCount ?? 0) +
        (lastResponseCorrectness === ResponseCorrectness.WRONG ? 1 : 0);
    }

1282-1296: ⚠️ Potential issue

Incorrect logic when updating instance first response counts

The current assignments for instanceFirstCorrectCount, instanceFirstPartialCorrectCount, and instanceFirstWrongCount may not update the counts correctly due to operator precedence and logical errors. It seems the intent is to increment the counts based on the correctness of the first response.

Apply this diff to fix the logic:

-instanceFirstCorrectCount =
-  (instanceFirstCorrectCount ?? 0) + firstResponseCorrectness! ===
-  ResponseCorrectness.CORRECT
-    ? 1
-    : 0
+instanceFirstCorrectCount =
+  (instanceFirstCorrectCount ?? 0) +
+  (firstResponseCorrectness === ResponseCorrectness.CORRECT ? 1 : 0);

-instanceFirstPartialCorrectCount =
-  (instanceFirstPartialCorrectCount ?? 0) + firstResponseCorrectness! ===
-  ResponseCorrectness.PARTIAL
-    ? 1
-    : 0
+instanceFirstPartialCorrectCount =
+  (instanceFirstPartialCorrectCount ?? 0) +
+  (firstResponseCorrectness === ResponseCorrectness.PARTIAL ? 1 : 0);

-instanceFirstWrongCount =
-  (instanceFirstWrongCount ?? 0) + firstResponseCorrectness! ===
-  ResponseCorrectness.WRONG
-    ? 1
-    : 0
+instanceFirstWrongCount =
+  (instanceFirstWrongCount ?? 0) +
+  (firstResponseCorrectness === ResponseCorrectness.WRONG ? 1 : 0);
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

        instanceFirstCorrectCount =
          (instanceFirstCorrectCount ?? 0) +
          (firstResponseCorrectness === ResponseCorrectness.CORRECT ? 1 : 0);
        instanceFirstPartialCorrectCount =
          (instanceFirstPartialCorrectCount ?? 0) +
          (firstResponseCorrectness === ResponseCorrectness.PARTIAL ? 1 : 0);
        instanceFirstWrongCount =
          (instanceFirstWrongCount ?? 0) +
          (firstResponseCorrectness === ResponseCorrectness.WRONG ? 1 : 0);

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Caution

Inline review comments failed to post. This is likely due to GitHub's limits when posting large numbers of comments.

Actionable comments posted: 5

🛑 Comments failed to post (5)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (5)

128-128: ⚠️ Potential issue

Fix incorrect date comparison logic.

The isSame method is used incorrectly for comparing dates with undefined values. When newValues date is undefined, this will cause unexpected behavior.

Apply this fix to all date comparisons:

- dayjs(response.totalXpAwarded).isSame(dayjs(newValues.totalXpAwarded))
+ response.totalXpAwarded?.getTime() !== newValues.totalXpAwarded?.getTime()

This pattern should be applied to all date comparisons in the function.

Also applies to: 133-133, 136-136, 139-139, 145-145, 150-151, 156-156, 160-160


373-373: 🛠️ Refactor suggestion

Consider using batched processing for better memory management.

The script processes all instances at once, which could be memory intensive for large datasets. Consider implementing batched processing.

- const instances = await prisma.elementInstance.findMany({
+ async function* getInstances(batchSize = 100) {
+   let skip = 0
+   while (true) {
+     const batch = await prisma.elementInstance.findMany({
+       take: batchSize,
+       skip: skip,
+       // ... rest of the query
+     })
+     if (batch.length === 0) break
+     yield batch
+     skip += batchSize
+   }
+ }

Also applies to: 374-374, 375-375, 376-377, 378-378


746-752: 🛠️ Refactor suggestion

Optimize reducer performance by avoiding spread operator.

Using spread operator in reducers leads to O(n²) time complexity as it creates a new object on each iteration.

- acc.aggResponses.choices = detail.response.choices.reduce(
-   (acc, ix) => ({
-     ...acc,
-     [ix]: acc[ix]! + 1,
-   }),
-   acc.aggResponses.choices
- )
+ for (const ix of detail.response.choices) {
+   acc.aggResponses.choices[ix] = (acc.aggResponses.choices[ix] || 0) + 1
+ }

Also applies to: 756-762

🧰 Tools
🪛 Biome

[error] 748-748: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


948-949: ⚠️ Potential issue

Replace MD5 with a more secure hashing algorithm.

MD5 is cryptographically broken and should not be used for hashing. Consider using a more secure algorithm like SHA-256.

- const MD5 = createHash('md5')
+ const SHA256 = createHash('sha256')

- MD5.update(value)
- const hashedValue = MD5.digest('hex')
+ SHA256.update(value)
+ const hashedValue = SHA256.digest('hex')

Also applies to: 1176-1177


1373-1400: 💡 Codebase verification

⚠️ Potential issue

Enable transaction support to ensure data consistency

The commented transaction code handles multiple related database updates (questionResponseDetail, questionResponse, and elementInstance). Without transactions, if any of these updates fail, it could leave the database in an inconsistent state. The codebase consistently uses transactions for similar multi-operation scenarios, as evidenced by the numerous examples found in other files.

  • Enable the commented transaction code at lines 1373-1400 to maintain data consistency with other parts of the codebase
  • This ensures atomicity of the updates: either all updates succeed or none do
🔗 Analysis chain

Enable transaction support to ensure data consistency.

The transaction code is commented out with a TODO. This could lead to inconsistent data if the script fails mid-execution.

Let's verify the impact of enabling transactions:


Let me analyze the search results for transaction usage in the codebase. I can see that transactions are consistently used across the codebase for maintaining data consistency, particularly in scenarios involving multiple database operations. Let me verify the specific file context with another search.

🏁 Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Check for potential data inconsistencies by looking for orphaned or mismatched records
# Test: Search for related database operations. Expect: Operations should be within transactions.

rg -A 5 'prisma\.\$transaction'

Length of output: 22506


Script:

#!/bin/bash
# Check the specific file for other database operations
rg -A 5 'prisma\.' packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts

Length of output: 918

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cypress bot commented Nov 3, 2024

klicker-uzh    Run #3630

Run Properties:  status check passed Passed #3630  •  git commit 4944cdbaba ℹ️: Merge f8303a61da59ec6d0cd26716ec742404ec69a6d3 into b356ef28545c26007282945264e1...
Project klicker-uzh
Branch Review responses-cleanup
Run status status check passed Passed #3630
Run duration 11m 25s
Commit git commit 4944cdbaba ℹ️: Merge f8303a61da59ec6d0cd26716ec742404ec69a6d3 into b356ef28545c26007282945264e1...
Committer Julius Schlapbach
View all properties for this run ↗︎

Test results
Tests that failed  Failures 0
Tests that were flaky  Flaky 0
Tests that did not run due to a developer annotating a test with .skip  Pending 0
Tests that did not run due to a failure in a mocha hook  Skipped 0
Tests that passed  Passing 140
View all changes introduced in this branch ↗︎

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Caution

Inline review comments failed to post. This is likely due to GitHub's limits when posting large numbers of comments.

Actionable comments posted: 4

🧹 Outside diff range and nitpick comments (3)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (3)

35-41: Consider addressing the TODO comment and improving constant names.

The TODO comment suggests missing helper functions from the stacks service. Consider:

  1. Creating a tracking issue for implementing these helper functions
  2. Making constant names more descriptive (e.g., DEFAULT_POINTS_PER_INSTANCE, POINTS_AWARD_EXPIRY_DAYS)

Would you like me to help create a GitHub issue to track the implementation of these helper functions?


43-97: Improve type safety and reusability in computeDetailUpdate.

Consider these improvements:

  1. Replace any[] with proper type for detailUpdates
  2. Extract the comparison logic into a reusable utility
  3. Make verbose logging configurable through environment variables
-const detailUpdates: any[] = []
+type DetailUpdate = {
+  where: { id: string }
+  data: {
+    score: number
+    pointsAwarded: number
+    xpAwarded: number
+    timeSpent: number
+  }
+}
+const detailUpdates: DetailUpdate[] = []

399-402: Add documentation for leaderboard limitation.

The comment about leaderboard entries should be moved to function documentation. Consider adding a @limitation JSDoc tag to properly document this constraint.

-// ! CAUTION: This script does not update the leaderboard entries of the participants
-// ? This script will iterate through all element instances and
-// ? update the question responses and question response details
 async function run() {
+  /**
+   * Updates question responses and response details for all element instances
+   * @limitation This script does not update the leaderboard entries of the participants
+   */
🛑 Comments failed to post (4)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (4)

1448-1476: ⚠️ Potential issue

Uncomment and improve transaction code.

The commented transaction code should be:

  1. Uncommented and properly implemented
  2. Split into smaller batches to avoid memory issues
  3. Include error handling and rollback logic

Would you like me to help implement a proper batched transaction approach with error handling?


817-824: ⚠️ Potential issue

Fix O(n²) performance issue with spread operators in reducers.

The use of spread operators in reducers can lead to quadratic time complexity. Consider using Object.assign or direct property assignment instead.

-acc.aggResponses.choices = detail.response.choices.reduce(
-  (acc, ix) => ({
-    ...acc,
-    [ix]: acc[ix]! + 1,
-  }),
-  acc.aggResponses.choices
-)
+acc.aggResponses.choices = detail.response.choices.reduce(
+  (acc, ix) => {
+    acc[ix] = (acc[ix] || 0) + 1
+    return acc
+  },
+  { ...acc.aggResponses.choices }
+)

Also applies to: 827-834

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[error] 819-819: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


1-1479: 🛠️ Refactor suggestion

Consider breaking down this script into smaller modules.

The script is quite complex and handles multiple responsibilities. Consider:

  1. Splitting element type handlers into separate modules
  2. Creating a dedicated service for response aggregation
  3. Implementing proper logging and monitoring
  4. Adding progress tracking for long-running operations
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[error] 819-819: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


[error] 829-829: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


403-405: ⚠️ Potential issue

Fix MD5 hash reuse issue.

The MD5 hash instance is created once and reused, which could lead to incorrect hashes. The hash should be reset or recreated for each value.

-const MD5 = createHash('md5')
 let counter = 0

+function hashValue(value: string): string {
+  return createHash('md5').update(value).digest('hex')
+}

Committable suggestion skipped: line range outside the PR's diff.

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Actionable comments posted: 3

🧹 Outside diff range and nitpick comments (4)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (4)

35-36: TODO comments need to be addressed.

There are two TODO comments that need attention:

  1. Line 35: Helper functions from the stacks service
  2. Line 509-511: Leaderboard entries update limitation

Would you like me to help create GitHub issues to track these TODOs? I can also assist in implementing the helper functions from the stacks service.

Also applies to: 509-511


537-538: Improve logging with more context.

The current logging is basic and could be improved to provide more context for debugging.

- console.log('PROCESSING INSTANCE', counter, 'OF', instances.length)
+ console.log(
+   `Processing instance ${counter}/${instances.length} (id: ${instance.id}, type: ${instance.type})`
+ )

41-41: Consider environment-based verbose logging.

The verbose flag is hardcoded, which could lead to unnecessary logging in production.

- const verbose = true
+ const verbose = process.env.NODE_ENV === 'development' || process.env.DEBUG === 'true'

518-533: Consider pagination for large datasets.

The script fetches all instances at once, which could cause memory issues with large datasets.

Consider implementing pagination using Prisma's cursor-based pagination:

const batchSize = 100
let cursor = null

while (true) {
  const batch = await prisma.elementInstance.findMany({
    take: batchSize,
    skip: cursor ? 1 : 0,
    cursor: cursor ? { id: cursor } : undefined,
    where: {
      type: {
        in: [ElementInstanceType.PRACTICE_QUIZ, ElementInstanceType.MICROLEARNING],
      },
    },
    include: {
      responses: { include: { participant: true, participation: true } },
      detailResponses: { include: { participant: true } },
      element: true,
      instanceStatistics: true,
    },
  })

  if (batch.length === 0) break
  cursor = batch[batch.length - 1].id
  
  // Process batch...
}
🛑 Comments failed to post (3)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (3)

933-942: ⚠️ Potential issue

Performance: O(n²) complexity in reducers.

The use of spread operators in reducers creates quadratic time complexity. This could be problematic with large datasets.

Replace spread operators with direct property assignments:

- acc.aggResponses.choices = detail.response.choices.reduce(
-   (acc, ix) => ({
-     ...acc,
-     [ix]: acc[ix]! + 1,
-   }),
-   acc.aggResponses.choices
- )
+ detail.response.choices.forEach((ix) => {
+   acc.aggResponses.choices[ix] = (acc.aggResponses.choices[ix] || 0) + 1
+ })

Also applies to: 945-952

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[error] 937-937: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


514-515: ⚠️ Potential issue

MD5 hash reuse issue across iterations.

The MD5 hash instance is created once and reused across iterations, which could lead to incorrect hashes.

Move the hash creation inside the iteration to ensure a fresh hash for each value:

- const MD5 = createHash('md5')
  let counter = 0

  // Inside the loops where MD5 is used:
+ const MD5 = createHash('md5')
  MD5.update(value)

Committable suggestion skipped: line range outside the PR's diff.


1548-1575: ⚠️ Potential issue

Commented transaction code needs review.

The transaction code is commented out with a TODO. This means the script currently doesn't apply any updates to the database.

Either:

  1. Uncomment and test the transaction code if it's ready for use
  2. Add error handling and validation before uncommenting
  3. Document why the transaction code is commented out if it's intentional

The transaction should be wrapped in try-catch for proper error handling:

+ try {
    if (
      detailUpdates.length > 0 ||
      responseUpdates.length > 0 ||
      instanceUpdates.length > 0
    ) {
      await prisma.$transaction([
        ...detailUpdates.map((update) =>
          prisma.questionResponseDetail.update({
            where: { id: update.id },
            data: update.data,
          })
        ),
        ...responseUpdates.map((update) =>
          prisma.questionResponse.update({
            where: { id: update.id },
            data: update.data,
          })
        ),
        ...instanceUpdates.map((update) =>
          prisma.elementInstance.update({
            where: { id: update.id },
            data: update.data,
          })
        ),
      ])
    }
+ } catch (error) {
+   console.error('Transaction failed:', error)
+   throw error
+ }

Committable suggestion skipped: line range outside the PR's diff.

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Caution

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Actionable comments posted: 3

🧹 Outside diff range and nitpick comments (4)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (4)

590-593: Add more detailed documentation about the script's purpose and limitations.

The current comment is quite brief. Consider adding more comprehensive documentation that includes:

  • The purpose and scope of the script
  • Prerequisites for running the script
  • Expected outcomes and side effects
  • Known limitations (beyond just the leaderboard entries)
-// ! CAUTION: This script does not update the leaderboard entries of the participants
-// ? This script will iterate through all element instances and
-// ? update the question responses and question response details
+/**
+ * Cleanup Script for Question Responses
+ * 
+ * Purpose:
+ * This script iterates through all element instances and updates question responses
+ * and response details to ensure data consistency and accuracy.
+ * 
+ * Prerequisites:
+ * - Database connection with appropriate permissions
+ * - No active transactions on affected tables
+ * 
+ * Effects:
+ * - Updates question response details
+ * - Updates question responses
+ * - Updates element instance statistics
+ * 
+ * Limitations:
+ * - Does not update leaderboard entries
+ * - Transaction mode is currently disabled (see TODO comment)
+ * - High memory usage for large datasets
+ */

1038-1047: Replace TODO comments with helper functions.

There are multiple TODO comments about replacing code with helper functions. This is important for code maintainability and reusability.

Would you like me to help create these helper functions for:

  1. Aggregating responses for choice-based questions
  2. Aggregating responses for numerical questions
  3. Aggregating responses for free-text questions

These helper functions would improve code maintainability and reduce duplication.

Also applies to: 1244-1267, 1477-1500

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[error] 1042-1042: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


669-671: Initialize statistics variables with appropriate types.

The statistics variables are initialized with undefined values, which could lead to type-safety issues.

-let instanceAverageTimeSpent: number | undefined = undefined
+let instanceAverageTimeSpent = 0

616-619: Improve progress logging.

The current progress logging is basic. Consider adding more detailed progress information.

-console.log('PROCESSING INSTANCE', counter, 'OF', instances.length)
+const progress = Math.round((counter / instances.length) * 100)
+console.log(
+  `Processing instance ${counter}/${instances.length} (${progress}%) - ID: ${instance.id}`
+)
+if (verbose) {
+  console.log(`Type: ${instance.type}, Responses: ${instance.responses.length}`)
+}
🛑 Comments failed to post (3)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (3)

1041-1044: ⚠️ Potential issue

Fix O(n²) complexity in spread operations.

The static analysis tool correctly identified performance issues with spread operators in reducers. This can lead to quadratic time complexity as the array grows.

-acc.aggResponses.choices = detail.response.choices.reduce(
-  (acc, ix) => ({
-    ...acc,
-    [ix]: acc[ix]! + 1,
-  }),
-  acc.aggResponses.choices
-)
+// Use direct property assignment instead of spread
+detail.response.choices.forEach((ix) => {
+  acc.aggResponses.choices[ix] = (acc.aggResponses.choices[ix] || 0) + 1
+})

Also applies to: 1051-1054

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[error] 1042-1042: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


594-595: 🛠️ Refactor suggestion

Improve resource management for database connection and MD5 hash.

The PrismaClient and MD5 hash are created but never properly cleaned up.

-const prisma = new PrismaClient()
-const MD5 = createHash('md5')
+let prisma: PrismaClient
+try {
+  prisma = new PrismaClient()
+  // ... rest of the code
+} finally {
+  await prisma.$disconnect()
+}

+// Move MD5 hash creation inside the loop where it's used
+const MD5 = createHash('md5')

Committable suggestion skipped: line range outside the PR's diff.


711-720: 🛠️ Refactor suggestion

Improve average time calculation to handle potential numeric overflow.

The current implementation might have issues with numeric overflow for large values.

-const res = details.reduce<{ avgTime: number; counter: number }>(
-  (acc, detail) => {
-    acc.avgTime = Math.floor(
-      (acc.avgTime * acc.counter + detail.timeSpent) / (acc.counter + 1)
-    )
-    acc.counter += 1
-    return acc
-  },
-  { avgTime: 0, counter: 0 }
-)
+const res = details.reduce<{ totalTime: number; counter: number }>(
+  (acc, detail) => {
+    acc.totalTime += detail.timeSpent
+    acc.counter += 1
+    return acc
+  },
+  { totalTime: 0, counter: 0 }
+)
+const averageTimeSpent = Math.floor(res.totalTime / res.counter)
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

      const res = details.reduce<{ totalTime: number; counter: number }>(
        (acc, detail) => {
          acc.totalTime += detail.timeSpent
          acc.counter += 1
          return acc
        },
        { totalTime: 0, counter: 0 }
      )
      const averageTimeSpent = Math.floor(res.totalTime / res.counter)

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Caution

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Actionable comments posted: 3

🧹 Outside diff range and nitpick comments (4)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (4)

43-138: Consider memoizing the update computation for better performance.

The computeDetailUpdate function performs multiple comparisons and object creation operations. For large datasets, this could impact performance.

Consider memoizing the computation using a cache key based on the input parameters:

+const detailUpdateCache = new Map();
+
 function computeDetailUpdate({
   detail,
   newValues,
 }: {
   detail: QuestionResponseDetail
   newValues: {
     score: number
     pointsAwarded: number | undefined
     xpAwarded: number
     timeSpent: number
   }
 }) {
+  const cacheKey = `${detail.id}-${JSON.stringify(newValues)}`;
+  if (detailUpdateCache.has(cacheKey)) {
+    return detailUpdateCache.get(cacheKey);
+  }
   // ... rest of the function ...
+  const result = updateReq ? {
+    where: { id: detail.id },
+    data: { /* ... */ }
+  } : undefined;
+  detailUpdateCache.set(cacheKey, result);
+  return result;
 }

594-597: Add more detailed documentation for the script's limitations.

The current comment about leaderboard entries is helpful, but more context about other limitations would be valuable.

Consider expanding the documentation:

-// ! CAUTION: This script does not update the leaderboard entries of the participants
-// ? This script will iterate through all element instances and
-// ? update the question responses and question response details
+/**
+ * CAUTION: This script has the following limitations:
+ * 1. Does not update leaderboard entries of participants
+ * 2. Requires manual transaction execution (see TODO below)
+ * 3. Memory usage scales with the number of responses
+ *
+ * This script iterates through all element instances and updates:
+ * - Question responses
+ * - Question response details
+ * - Instance statistics
+ */

35-39: Consider making constants configurable through environment variables.

The hardcoded constants for points and timeframes should be configurable.

Use environment variables with defaults:

+const {
+  POINTS_PER_INSTANCE = 10,
+  POINTS_AWARD_TIMEFRAME_DAYS = 6,
+  XP_AWARD_TIMEFRAME_DAYS = 1,
+} = process.env;
+
-const POINTS_PER_INSTANCE = 10
-const POINTS_AWARD_TIMEFRAME_DAYS = 6
-const XP_AWARD_TIMEFRAME_DAYS = 1

1584-1588: Improve error handling for unsupported element types.

The current error message could be more informative.

Enhance the error handling:

-throw new Error(
-  `Unsupported element type or missing results for element instance ${instance.id} with type ${instance.elementType}`
-)
+const supportedTypes = [
+  ElementType.CONTENT,
+  ElementType.FLASHCARD,
+  ElementType.SC,
+  ElementType.MC,
+  ElementType.KPRIM,
+  ElementType.NUMERICAL,
+  ElementType.FREE_TEXT,
+];
+throw new Error(
+  `Unsupported element type or missing results for element instance ${instance.id}.\n` +
+  `Type: ${instance.elementType}\n` +
+  `Supported types: ${supportedTypes.join(', ')}`
+);
🛑 Comments failed to post (3)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (3)

1676-1703: ⚠️ Potential issue

Uncomment and improve the transaction handling.

The commented-out transaction code is crucial for data consistency but needs improvement.

Consider these improvements:

  1. Add error handling and rollback
  2. Process in smaller batches to avoid memory issues
  3. Add logging for debugging
+const BATCH_SIZE = 100;
+
+async function processBatch(
+  prisma: PrismaClient,
+  detailUpdates: any[],
+  responseUpdates: any[],
+  instanceUpdates: any[]
+) {
+  try {
+    await prisma.$transaction([
+      ...detailUpdates.map((update) =>
+        prisma.questionResponseDetail.update({
+          where: { id: update.id },
+          data: update.data,
+        })
+      ),
+      ...responseUpdates.map((update) =>
+        prisma.questionResponse.update({
+          where: { id: update.id },
+          data: update.data,
+        })
+      ),
+      ...instanceUpdates.map((update) =>
+        prisma.elementInstance.update({
+          where: { id: update.id },
+          data: update.data,
+        })
+      ),
+    ]);
+    console.log(`Successfully processed batch of ${detailUpdates.length} updates`);
+  } catch (error) {
+    console.error('Error processing batch:', error);
+    throw error;
+  }
+}

Committable suggestion skipped: line range outside the PR's diff.


598-601: ⚠️ Potential issue

Add cleanup for database connection.

The PrismaClient connection should be properly closed after use.

Add proper cleanup:

 async function run() {
   const prisma = new PrismaClient()
+  try {
     const MD5 = createHash('md5')
     let counter = 0
+    // ... rest of the function
+  } finally {
+    await prisma.$disconnect()
+  }
 }

Committable suggestion skipped: line range outside the PR's diff.


1042-1060: ⚠️ Potential issue

Fix O(n²) complexity in response aggregation.

The spread operator in the reducer accumulator is causing quadratic time complexity, as flagged by static analysis.

Replace spread operations with direct property updates:

-acc.aggResponses.choices = detail.response.choices.reduce(
-  (acc, ix) => ({
-    ...acc,
-    [ix]: acc[ix]! + 1,
-  }),
-  acc.aggResponses.choices
-)
+detail.response.choices.forEach((ix) => {
+  acc.aggResponses.choices[ix] = (acc.aggResponses.choices[ix] || 0) + 1;
+});

Committable suggestion skipped: line range outside the PR's diff.

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[error] 1046-1046: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


[error] 1056-1056: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)

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Caution

Inline review comments failed to post. This is likely due to GitHub's limits when posting large numbers of comments.

Actionable comments posted: 5

🧹 Outside diff range and nitpick comments (5)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (5)

35-35: TODO comment needs to be addressed before deployment.

The TODO comment indicates that helper functions from the stacks service will be available in the future. This dependency should be resolved before deploying to production.

Would you like me to help create a GitHub issue to track this dependency on the stacks service helper functions?


594-594: Warning: Script does not update leaderboard entries.

This limitation should be clearly documented in the README or deployment documentation to ensure administrators are aware of this gap when running the cleanup script.

Consider adding this warning to the documentation.


1043-1043: Multiple TODO comments about helper function replacement.

There are multiple TODO comments about replacing code with helper functions once they become available. This technical debt should be tracked.

Would you like me to create a GitHub issue to track the implementation of these helper functions? This would help ensure these TODOs don't get forgotten.

Also applies to: 1250-1250, 1482-1482


1677-1696: Consider batching database updates.

The script processes all updates in a single transaction per instance. With large datasets, this could lead to long-running transactions.

Consider:

  1. Batching updates across multiple instances
  2. Adding a batch size configuration
  3. Implementing retry logic for failed batches
  4. Adding progress logging for long-running operations

715-724: Potential precision loss in average calculation.

Using Math.floor in average calculations could lead to precision loss, especially with small numbers.

Consider keeping the precision until the final display:

-acc.avgTime = Math.floor(
-  (acc.avgTime * acc.counter + detail.timeSpent) / (acc.counter + 1)
-)
+acc.avgTime = (acc.avgTime * acc.counter + detail.timeSpent) / (acc.counter + 1)
🛑 Comments failed to post (5)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (5)

1047-1051: ⚠️ Potential issue

Performance: O(n²) complexity in reduce operations.

The spread operator usage in reducers creates O(n²) time complexity. This could impact performance with large datasets.

Replace spread operations with direct property assignments:

-acc.aggResponses.choices = detail.response.choices.reduce(
-  (acc, ix) => ({
-    ...acc,
-    [ix]: acc[ix]! + 1,
-  }),
-  acc.aggResponses.choices
-)
+detail.response.choices.forEach((ix) => {
+  acc.aggResponses.choices[ix] = (acc.aggResponses.choices[ix] || 0) + 1
+})

Also applies to: 1057-1061

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[error] 1047-1047: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


677-1651: 🛠️ Refactor suggestion

Refactor: Extract participant response processing logic.

The participant response processing logic is quite long (975 lines) and handles multiple element types. This makes it hard to maintain and test.

Consider extracting the processing logic for each element type into separate functions:

  • processContentResponse
  • processFlashcardResponse
  • processChoiceResponse
  • processNumericalResponse
  • processFreeTextResponse

This would improve:

  1. Code maintainability
  2. Testability
  3. Readability
  4. Reusability
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[error] 1047-1047: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


[error] 1057-1057: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


1699-1699: 🛠️ Refactor suggestion

Add error handling for the script execution.

The script lacks error handling for the main execution.

Wrap the execution in a try-catch block:

-await run()
+try {
+  await run()
+  console.log('Cleanup completed successfully')
+} catch (error) {
+  console.error('Cleanup failed:', error)
+  process.exit(1)
+}
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

try {
  await run()
  console.log('Cleanup completed successfully')
} catch (error) {
  console.error('Cleanup failed:', error)
  process.exit(1)
}

944-947: ⚠️ Potential issue

Bug: Incorrect variable used in condition.

The lastResponseCorrectness calculation uses firstCorrect instead of lastCorrect in the condition.

Fix the condition:

-            : firstCorrect === 0
+            : lastCorrect === 0
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

            ? ResponseCorrectness.CORRECT
            : lastCorrect === 0
              ? ResponseCorrectness.WRONG
              : ResponseCorrectness.PARTIAL

599-600: ⚠️ Potential issue

Security: MD5 hash reuse across iterations.

The MD5 hash object is created once and reused across iterations. This could lead to incorrect hashing as the internal state is not reset.

Move the hash creation inside the iteration where it's used:

-const MD5 = createHash('md5')
+let counter = 0

// Inside the loops where MD5 is used:
+const MD5 = createHash('md5')
MD5.update(value)

Committable suggestion skipped: line range outside the PR's diff.

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Caution

Inline review comments failed to post. This is likely due to GitHub's limits when posting large numbers of comments.

Actionable comments posted: 3

🧹 Outside diff range and nitpick comments (4)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (4)

43-138: Consider refactoring verbose logging and update checks.

The function could benefit from some structural improvements:

  1. Extract verbose logging into a separate helper function to improve readability
  2. Consider using an array of field comparisons to reduce repetition in update checks
+function logDetailDifferences(detail: QuestionResponseDetail, newValues: any, field: string) {
+  if (verbose) {
+    console.log(`${field} not identical:`, detail[field], newValues[field])
+  }
+}

 function computeDetailUpdate({...}) {
   let updateReq = false
 
-  if (verbose) {
-    if (typeof newValues.score !== 'undefined' && detail.score !== newValues.score) {
-      console.log('Score not identical:', detail.score, newValues.score)
-    }
-    // ... more verbose logging
-  }
+  const fieldComparisons = [
+    { field: 'score', condition: () => typeof newValues.score !== 'undefined' && detail.score !== newValues.score },
+    // ... add other fields
+  ]
+
+  fieldComparisons.forEach(({ field, condition }) => {
+    if (condition()) {
+      logDetailDifferences(detail, newValues, field)
+      updateReq = true
+    }
+  })

594-597: Document leaderboard limitation in code comments.

The comment about leaderboard entries not being updated should be expanded to explain why and what the implications are.

-// ! CAUTION: This script does not update the leaderboard entries of the participants
+/**
+ * CAUTION: This script does not update the leaderboard entries of the participants.
+ * This limitation exists because:
+ * 1. Leaderboard updates require complex point recalculations
+ * 2. Could lead to inconsistencies with historical data
+ * 
+ * Impact: Leaderboard rankings may be temporarily incorrect until the next scheduled update.
+ */

1043-1044: Address TODO comments about helper functions.

There are multiple TODO comments about replacing code with helper functions. This technical debt should be tracked and addressed.

Would you like me to:

  1. Create a new issue to track these TODOs?
  2. Help implement these helper functions?

Also applies to: 1250-1251, 1483-1484


737-1590: Consider implementing the Strategy pattern for element type handling.

The current implementation uses a large if-else chain to handle different element types. This could be refactored using the Strategy pattern to make the code more maintainable and extensible.

Consider:

  1. Creating an interface for element type handlers
  2. Implementing separate handler classes for each element type
  3. Using a factory to create the appropriate handler

This would:

  • Reduce code duplication
  • Make it easier to add new element types
  • Improve testability
  • Make the code more modular
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🪛 Biome

[error] 1047-1047: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


[error] 1057-1057: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)

🛑 Comments failed to post (3)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (3)

942-947: ⚠️ Potential issue

Fix incorrect comparison in lastResponseCorrectness assignment.

There's a bug in the comparison - it's using firstCorrect instead of lastCorrect in the else condition.

 lastResponseCorrectness =
   lastCorrect === 1
     ? ResponseCorrectness.CORRECT
-    : firstCorrect === 0
+    : lastCorrect === 0
       ? ResponseCorrectness.WRONG
       : ResponseCorrectness.PARTIAL
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

        lastResponseCorrectness =
          lastCorrect === 1
            ? ResponseCorrectness.CORRECT
            : lastCorrect === 0
              ? ResponseCorrectness.WRONG
              : ResponseCorrectness.PARTIAL

1045-1051: ⚠️ Potential issue

Optimize reducer performance by avoiding spread operator.

The use of spread operator in reducers can lead to O(n²) time complexity. Consider using Object.assign or direct property assignment instead.

-acc.aggResponses.choices = detail.response.choices.reduce(
-  (acc, ix) => ({
-    ...acc,
-    [ix]: acc[ix]! + 1,
-  }),
-  acc.aggResponses.choices
-)
+acc.aggResponses.choices = detail.response.choices.reduce(
+  (acc, ix) => {
+    acc[ix] = (acc[ix] || 0) + 1
+    return acc
+  },
+  { ...acc.aggResponses.choices }
+)
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

            acc.aggResponses.choices = detail.response.choices.reduce(
              (acc, ix) => {
                acc[ix] = (acc[ix] || 0) + 1
                return acc
              },
              { ...acc.aggResponses.choices }
            )
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[error] 1047-1047: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


597-1698: 🛠️ Refactor suggestion

Consider breaking down the run function into smaller, more manageable pieces.

The function is quite large (>1000 lines) and handles multiple responsibilities. Consider splitting it into smaller functions for better maintainability:

  1. Data fetching
  2. Response processing
  3. Update generation
  4. Transaction execution

Also, add error handling for database operations:

 async function run() {
   const prisma = new PrismaClient()
+  try {
     // ... existing code ...
+  } catch (error) {
+    console.error('Error during cleanup:', error)
+    throw error
+  } finally {
+    await prisma.$disconnect()
+  }
 }

Committable suggestion skipped: line range outside the PR's diff.

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[error] 1047-1047: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


[error] 1057-1057: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)

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Caution

Inline review comments failed to post. This is likely due to GitHub's limits when posting large numbers of comments.

Actionable comments posted: 3

🧹 Outside diff range and nitpick comments (4)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (4)

43-138: Function could be simplified using object destructuring and early returns.

The computeDetailUpdate function has good validation logic but could be more concise and maintainable.

Consider this refactoring:

function computeDetailUpdate({
  detail,
  newValues,
}: {
  detail: QuestionResponseDetail
  newValues: {
    score: number
    pointsAwarded: number | undefined
    xpAwarded: number
    timeSpent: number
  }
}) {
-  let updateReq = false
+  const hasChanges = (
+    (typeof newValues.score !== 'undefined' && detail.score !== newValues.score) ||
+    (detail.pointsAwarded !== null && typeof newValues.pointsAwarded !== 'undefined' && detail.pointsAwarded !== newValues.pointsAwarded) ||
+    (typeof newValues.xpAwarded !== 'undefined' && detail.xpAwarded !== newValues.xpAwarded) ||
+    (typeof newValues.timeSpent !== 'undefined' && detail.timeSpent !== newValues.timeSpent)
+  )

+  if (!hasChanges) return undefined

  if (verbose) {
    // ... logging code ...
  }

-  updateReq = updateReq || ...
-  // ... multiple updateReq assignments

-  if (updateReq) {
    return {
      where: { id: detail.id },
      data: {
        score: newValues.score,
        pointsAwarded: newValues.pointsAwarded,
        xpAwarded: newValues.xpAwarded,
        timeSpent: newValues.timeSpent,
      },
    }
-  } else {
-    return undefined
-  }
}

140-425: Similar pattern of redundant boolean flag in computeResponseUpdate.

The computeResponseUpdate function follows the same pattern as computeDetailUpdate with a boolean flag that could be simplified.

Consider using the same pattern of early return and combining the conditions into a single hasChanges check.


1067-1087: Replace TODO comments with helper functions.

There are multiple TODO comments indicating the need for helper functions for response aggregation.

Would you like me to help create these helper functions for:

  1. Aggregating choices responses (line 1067)
  2. Aggregating numerical/free text responses (line 1274)

Also applies to: 1274-1297

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[error] 1071-1071: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


[error] 1081-1081: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


626-642: Consider batching database operations.

The script fetches all instances at once which could cause memory issues with large datasets.

Consider implementing pagination or batching:

  1. Fetch instances in chunks (e.g., 100 at a time)
  2. Process each chunk
  3. Move to the next chunk
    This would help manage memory usage for large datasets.
🛑 Comments failed to post (3)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (3)

1071-1071: ⚠️ Potential issue

Performance issue with spread operator in reduce accumulator.

The static analysis tool correctly identified a potential performance issue with using spread operators in reduce accumulators.

The current implementation has O(n²) time complexity. Consider using array methods or direct property assignment:

- acc.aggResponses.choices = detail.response.choices.reduce(
-   (acc, ix) => ({
-     ...acc,
-     [ix]: acc[ix]! + 1,
-   }),
-   acc.aggResponses.choices
- )
+ detail.response.choices.forEach((ix) => {
+   acc.aggResponses.choices[ix] = (acc.aggResponses.choices[ix] || 0) + 1
+ })

Also applies to: 1081-1081

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🪛 Biome

[error] 1071-1071: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


1702-1720: ⚠️ Potential issue

Transaction handling could be improved.

The transaction handling is currently commented out with a TODO.

The current implementation could lead to inconsistent data if any update fails. Consider:

  1. Implementing proper error handling within the transaction
  2. Adding retry logic for failed transactions
  3. Logging failed updates for manual review
+ try {
    await prisma.$transaction([
      ...detailUpdates.map((update) =>
        prisma.questionResponseDetail.update(update)
      ),
      ...responseUpdates.map((update) =>
        prisma.questionResponse.update(update)
      ),
      ...instanceUpdates.map((update) =>
        prisma.elementInstance.update(update)
      ),
    ])
+ } catch (error) {
+   console.error(`Failed to update instance ${instance.id}:`, error)
+   // Consider implementing retry logic or logging for manual review
+ }

Committable suggestion skipped: line range outside the PR's diff.


739-748: 🛠️ Refactor suggestion

Potential floating-point precision issues.

The average time calculation uses Math.floor which might lead to precision loss.

Consider using a more precise calculation method:

- acc.avgTime = Math.floor(
-   (acc.avgTime * acc.counter + detail.timeSpent) / (acc.counter + 1)
- )
+ acc.avgTime = Number(
+   ((acc.avgTime * acc.counter + detail.timeSpent) / (acc.counter + 1)).toFixed(2)
+ )
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

      const res = details.reduce<{ avgTime: number; counter: number }>(
        (acc, detail) => {
          acc.avgTime = Number(
            ((acc.avgTime * acc.counter + detail.timeSpent) / (acc.counter + 1)).toFixed(2)
          )
          acc.counter += 1
          return acc
        },
        { avgTime: 0, counter: 0 }
      )

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⚠️ GitGuardian has uncovered 8 secrets following the scan of your pull request.

Please consider investigating the findings and remediating the incidents. Failure to do so may lead to compromising the associated services or software components.

🔎 Detected hardcoded secrets in your pull request
GitGuardian id GitGuardian status Secret Commit Filename
1509424 Triggered Generic Password c1b8170 deploy/compose/docker-compose.yml View secret
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  2. Replace and store your secrets safely. Learn here the best practices.
  3. Revoke and rotate these secrets.
  4. If possible, rewrite git history. Rewriting git history is not a trivial act. You might completely break other contributing developers' workflow and you risk accidentally deleting legitimate data.

To avoid such incidents in the future consider


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Caution

Inline review comments failed to post. This is likely due to GitHub's limits when posting large numbers of comments.

Actionable comments posted: 2

🧹 Outside diff range and nitpick comments (4)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (4)

1-41: Consider extracting constants to a configuration file.

The constants POINTS_PER_INSTANCE, POINTS_AWARD_TIMEFRAME_DAYS, and XP_AWARD_TIMEFRAME_DAYS appear to be configuration values. Consider moving them to a dedicated configuration file for better maintainability.

-const POINTS_PER_INSTANCE = 10
-const POINTS_AWARD_TIMEFRAME_DAYS = 6
-const XP_AWARD_TIMEFRAME_DAYS = 1

Create a new file config.ts:

export const POINTS_CONFIG = {
  POINTS_PER_INSTANCE: 10,
  POINTS_AWARD_TIMEFRAME_DAYS: 6,
  XP_AWARD_TIMEFRAME_DAYS: 1
} as const

43-146: Improve type safety in computeDetailUpdate function.

The function uses any in the return type implicitly. Consider adding explicit type definitions for better type safety and code maintainability.

function computeDetailUpdate({
  detail,
  newValues,
}: {
  detail: QuestionResponseDetail
  newValues: {
    score: number
    pointsAwarded: number | undefined
    xpAwarded: number
    timeSpent: number
  }
-})
+}): { where: { id: string }, data: { score: number, pointsAwarded?: number, xpAwarded: number, timeSpent: number } } | undefined

148-442: Optimize performance in computeResponseUpdate function.

The function has multiple verbose logging conditions that are commented out but still present in the code. Consider using a logging library with log levels instead of commenting out code blocks.

Consider using a logging library like winston or pino and implement proper log levels:

import winston from 'winston';
const logger = winston.createLogger({
  level: process.env.LOG_LEVEL || 'info',
  format: winston.format.json(),
  transports: [new winston.transports.Console()]
});

// Replace console.log with logger
logger.debug('Response update required', { previous: response, new: newValues });

1097-1098: Address TODO comments.

There are multiple TODO comments indicating missing helper functions. These should be addressed to ensure complete functionality.

Would you like me to help create these helper functions or create GitHub issues to track these tasks?

Also applies to: 1304-1305, 1537-1538

🛑 Comments failed to post (2)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (2)

1732-1750: ⚠️ Potential issue

Uncomment transaction code with proper error handling.

The transaction code is commented out but seems essential for data consistency. Consider uncommenting and adding proper error handling.

- // TODO: uncomment this part to apply updates in a single transaction for each element instance
- // ! Execute all updates that are potentially required in a single transaction
- // if (
+ // Execute all updates that are potentially required in a single transaction
+ if (
+   detailUpdates.length > 0 ||
+   responseUpdates.length > 0 ||
+   instanceUpdates.length > 0
+ ) {
+   try {
+     await prisma.$transaction([
+       ...detailUpdates.map((update) =>
+         prisma.questionResponseDetail.update(update)
+       ),
+       ...responseUpdates.map((update) =>
+         prisma.questionResponse.update(update)
+       ),
+       ...instanceUpdates.map((update) =>
+         prisma.elementInstance.update(update)
+       ),
+     ])
+   } catch (error) {
+     console.error('Transaction failed:', error)
+     throw error
+   }
+ }
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

    // Execute all updates that are potentially required in a single transaction
    if (
      detailUpdates.length > 0 ||
      responseUpdates.length > 0 ||
      instanceUpdates.length > 0
    ) {
      try {
        await prisma.$transaction([
          ...detailUpdates.map((update) =>
            prisma.questionResponseDetail.update(update)
          ),
          ...responseUpdates.map((update) =>
            prisma.questionResponse.update(update)
          ),
          ...instanceUpdates.map((update) =>
            prisma.elementInstance.update(update)
          ),
        ])
      } catch (error) {
        console.error('Transaction failed:', error)
        throw error
      }
    }

647-672: ⚠️ Potential issue

Add error handling for database operations.

The run function lacks proper error handling for database operations. Consider implementing proper error handling and cleanup.

async function run() {
  const prisma = new PrismaClient()
+ try {
    const MD5 = createHash('md5')
    let counter = 0

    // fetch all element instances with their corresponding responses
    const instances = await prisma.elementInstance.findMany({
      // ... existing config
    })
    
    // ... rest of the function
+ } catch (error) {
+   console.error('Error during cleanup:', error)
+   throw error
+ } finally {
+   await prisma.$disconnect()
+ }
}

Committable suggestion skipped: line range outside the PR's diff.

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Caution

Inline review comments failed to post. This is likely due to GitHub's limits when posting large numbers of comments.

Actionable comments posted: 5

🧹 Outside diff range and nitpick comments (2)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (2)

510-511: Address TODO comments regarding helper functions.

There are multiple TODO comments about replacing code with helper functions. This technical debt should be addressed to improve code maintainability.

Would you like me to help create these helper functions or create GitHub issues to track this work?

Also applies to: 717-718


40-41: Improve logging strategy.

The verbose logging is controlled by a global flag and could impact performance. Consider using a proper logging framework with configurable log levels.

-const verbose = true
+import winston from 'winston'
+
+const logger = winston.createLogger({
+  level: process.env.LOG_LEVEL || 'info',
+  format: winston.format.json(),
+  transports: [
+    new winston.transports.Console(),
+    new winston.transports.File({ filename: 'cleanup-script.log' })
+  ]
+})

 // Replace console.log with logger
-    if (verbose) {
-      console.log(
+    logger.debug(
         'Score not identical:',
         detail.score,
         newValues.score,
         detail.id
       )
-    }

Also applies to: 1201-1248

🛑 Comments failed to post (5)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (5)

67-68: ⚠️ Potential issue

Clarify the purpose of take/skip limits.

The query limits results to 100 records starting from position 200. This seems arbitrary and could lead to incomplete data processing. Consider implementing proper pagination or batch processing.

-    take: 100,
-    skip: 200,
+    // Implement proper batch processing
+    take: BATCH_SIZE,
+    skip: currentBatch * BATCH_SIZE,

Committable suggestion skipped: line range outside the PR's diff.


512-518: ⚠️ Potential issue

Fix O(n²) time complexity in reduce operations.

The use of spread operator in reduce accumulator creates O(n²) time complexity. Consider using array methods or direct property assignment.

-            acc.aggResponses.choices = detail.response.choices.reduce(
-              (acc, ix) => ({
-                ...acc,
-                [ix]: acc[ix]! + 1,
-              }),
-              acc.aggResponses.choices
-            )
+            // Direct property assignment for O(n) complexity
+            detail.response.choices.forEach((ix) => {
+              acc.aggResponses.choices[ix] = (acc.aggResponses.choices[ix] || 0) + 1
+            })
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

            // Direct property assignment for O(n) complexity
            detail.response.choices.forEach((ix) => {
              acc.aggResponses.choices[ix] = (acc.aggResponses.choices[ix] || 0) + 1
            })
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[error] 514-514: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


46-69: ⚠️ Potential issue

Add error handling for database operations.

The database operations lack proper error handling. Consider wrapping the database initialization and queries in try-catch blocks.

 async function run() {
-  const prisma = new PrismaClient()
+  let prisma: PrismaClient
+  try {
+    prisma = new PrismaClient()
+  } catch (error) {
+    console.error('Failed to initialize database connection:', error)
+    process.exit(1)
+  }

   let counter = 0

+  try {
     const instances = await prisma.elementInstance.findMany({
       // ... existing query ...
     })
+  } catch (error) {
+    console.error('Failed to fetch element instances:', error)
+    await prisma.$disconnect()
+    process.exit(1)
+  }

Committable suggestion skipped: line range outside the PR's diff.


1150-1182: ⚠️ Potential issue

Uncomment and improve transaction handling.

The transaction code is commented out, which could lead to data inconsistency if updates fail partially. Consider implementing proper transaction handling with rollback support.

-    // TODO: uncomment this part to apply updates in a single transaction for each element instance
-    // if (
+    if (
       detailUpdates.length > 0 ||
       responseUpdates.length > 0 ||
       instanceUpdates.length > 0 ||
       Object.keys(participantUpdates).length > 0
-    // ) {
+    ) {
+      try {
         await prisma.$transaction([
           ...detailUpdates.map((update) =>
             prisma.questionResponseDetail.update(update)
           ),
           // ... other updates
         ])
+      } catch (error) {
+        console.error('Failed to update records:', error)
+        // Consider implementing retry logic or proper error reporting
+        throw error
+      }
     }

Committable suggestion skipped: line range outside the PR's diff.


35-38: 🛠️ Refactor suggestion

Consider moving configuration values to environment variables.

The hardcoded values for points and timeframes should be moved to environment variables or a configuration file for better maintainability and flexibility across different environments.

-const POINTS_PER_INSTANCE = 10
-const POINTS_AWARD_TIMEFRAME_DAYS = 6
-const XP_AWARD_TIMEFRAME_DAYS = 1
+const POINTS_PER_INSTANCE = process.env.POINTS_PER_INSTANCE ?? 10
+const POINTS_AWARD_TIMEFRAME_DAYS = process.env.POINTS_AWARD_TIMEFRAME_DAYS ?? 6
+const XP_AWARD_TIMEFRAME_DAYS = process.env.XP_AWARD_TIMEFRAME_DAYS ?? 1

Committable suggestion skipped: line range outside the PR's diff.

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Caution

Inline review comments failed to post. This is likely due to GitHub's limits when posting large numbers of comments.

Actionable comments posted: 5

🧹 Outside diff range and nitpick comments (4)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (4)

48-49: Optimize MD5 hash reuse

The MD5 hash is reinitialized for each value, which is inefficient. Consider reusing the hash instance by resetting it instead of creating a new one.

- const MD5 = createHash('md5')
+ let MD5 = createHash('md5')
+ const resetMD5 = () => {
+   MD5 = createHash('md5')
+ }

1213-1262: Improve logging configuration

The verbose logging is controlled by a simple boolean flag and includes commented-out debug statements. Consider using a proper logging framework with configurable log levels.

- const verbose = true
+ const LOG_LEVEL = process.env.LOG_LEVEL || 'info'
+ const logger = createLogger({
+   level: LOG_LEVEL,
+   format: format.combine(
+     format.timestamp(),
+     format.json()
+   )
+ })

1265-1281: Simplify update detection logic

The update detection logic uses multiple boolean operations that could be simplified. Consider using a more declarative approach.

function hasChanged<T>(oldValue: T | null | undefined, newValue: T | undefined): boolean {
  return typeof newValue !== 'undefined' && oldValue !== newValue
}

const updateReq = [
  hasChanged(detail.score, newValues.score),
  hasChanged(detail.pointsAwarded, newValues.pointsAwarded),
  hasChanged(detail.xpAwarded, newValues.xpAwarded),
  hasChanged(detail.timeSpent, newValues.timeSpent),
].some(Boolean)

1620-1635: Improve type safety in instance update computation

The function uses a complex type intersection that could be made more explicit with proper type guards.

interface InstanceUpdateInput {
  instance: ElementInstance & { 
    instanceStatistics: InstanceStatistics 
  }
  newValues: {
    results: ElementInstanceResults
    correctCount: number
    // ... other fields
  }
}

function computeInstanceUpdate(input: InstanceUpdateInput) {
  // ... rest of the function
}
🛑 Comments failed to post (5)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (5)

207-833: 🛠️ Refactor suggestion

Reduce code duplication across element types

The code has significant duplication in handling different element types. Consider extracting common functionality into shared helper functions.

For example, create a shared function for response evaluation:

function evaluateAndUpdateResponse(
  detail: QuestionResponseDetail,
  instance: ElementInstance,
  acc: ResponseAccumulator
): void {
  const correctness = evaluateAnswerCorrectness({
    elementData: instance.elementData,
    response: detail.response,
  })
  
  updateScoreAndCounts(acc, correctness, detail)
  updateSpacedRepetitionParams(acc, correctness, detail)
  updateAggregatedResponses(acc, detail, correctness)
}
🧰 Tools
🪛 Biome

[error] 527-527: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


[error] 537-537: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


67-68: 🛠️ Refactor suggestion

Consider implementing proper pagination

The current implementation uses hard-coded take and skip values, which may miss records or process them multiple times if the script is run repeatedly. Consider implementing proper cursor-based pagination to process all records reliably.

- take: 100,
- skip: 200,
+ take: BATCH_SIZE,
+ cursor: lastProcessedCursor,

Committable suggestion skipped: line range outside the PR's diff.


46-48: ⚠️ Potential issue

Add error handling for database operations

The script lacks error handling for database connection and operations. Consider wrapping the database operations in try-catch blocks and implementing proper cleanup.

 async function run() {
-  const prisma = new PrismaClient()
+  let prisma: PrismaClient | undefined
+  try {
+    prisma = new PrismaClient()
+    // ... rest of the function
+  } catch (error) {
+    console.error('Failed to execute cleanup script:', error)
+    throw error
+  } finally {
+    if (prisma) {
+      await prisma.$disconnect()
+    }
+  }
 }

Committable suggestion skipped: line range outside the PR's diff.


525-531: ⚠️ Potential issue

Fix O(n²) complexity in response aggregation

The spread operator in the reducer creates a new object on each iteration, leading to O(n²) complexity. Consider using direct property assignment instead.

- acc.aggResponses.choices = detail.response.choices.reduce(
-   (acc, ix) => ({
-     ...acc,
-     [ix]: acc[ix]! + 1,
-   }),
-   acc.aggResponses.choices
- )
+ detail.response.choices.forEach((ix) => {
+   acc.aggResponses.choices[ix] = (acc.aggResponses.choices[ix] || 0) + 1
+ })
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

            detail.response.choices.forEach((ix) => {
              acc.aggResponses.choices[ix] = (acc.aggResponses.choices[ix] || 0) + 1
            })
🧰 Tools
🪛 Biome

[error] 527-527: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


1163-1195: 🛠️ Refactor suggestion

⚠️ Potential issue

Enable transaction support for data consistency

The transaction support is currently commented out. This could lead to inconsistent data if any operation fails mid-way. Consider enabling transactions with proper error handling.

-    // ! Execute all updates that are potentially required in a single transaction
-    // if (
+    if (
       detailUpdates.length > 0 ||
       responseUpdates.length > 0 ||
       instanceUpdates.length > 0 ||
       Object.keys(participantUpdates).length > 0
-    // ) {
+    ) {
+      try {
         await prisma.$transaction([
           ...detailUpdates.map((update) =>
             prisma.questionResponseDetail.update(update)
           ),
           ...responseUpdates.map((update) =>
             prisma.questionResponse.update(update)
           ),
           ...instanceUpdates.map((update) =>
             prisma.elementInstance.update(update)
           ),
           ...Object.entries(participantUpdates).map(
             ([participantId, updatedData]) =>
               prisma.participant.update({
                 where: { id: participantId },
                 data: {
                   xp: { increment: updatedData.additionalXp ?? 0 }
                 }
               })
           )
         ])
+      } catch (error) {
+        console.error('Transaction failed:', error)
+        throw error
+      }
     }
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

    if (
      detailUpdates.length > 0 ||
      responseUpdates.length > 0 ||
      instanceUpdates.length > 0 ||
      Object.keys(participantUpdates).length > 0
    ) {
      try {
        await prisma.$transaction([
          ...detailUpdates.map((update) =>
            prisma.questionResponseDetail.update(update)
          ),
          ...responseUpdates.map((update) =>
            prisma.questionResponse.update(update)
          ),
          ...instanceUpdates.map((update) =>
            prisma.elementInstance.update(update)
          ),
          ...Object.entries(participantUpdates).map(
            ([participantId, updatedData]) =>
              prisma.participant.update({
                where: { id: participantId },
                data: {
                  xp: { increment: updatedData.additionalXp ?? 0 }
                }
              })
          )
        ])
      } catch (error) {
        console.error('Transaction failed:', error)
        throw error
      }
    }

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Caution

Inline review comments failed to post. This is likely due to GitHub's limits when posting large numbers of comments.

Actionable comments posted: 4

🧹 Outside diff range and nitpick comments (2)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (2)

35-41: Add documentation for configuration constants and flags.

The script's configuration values and debug flags lack documentation explaining their purpose and impact. Consider adding JSDoc comments to explain:

  • The significance of POINTS_PER_INSTANCE
  • The reasoning behind POINTS_AWARD_TIMEFRAME_DAYS and XP_AWARD_TIMEFRAME_DAYS
  • The purpose and impact of the verbose flag
-// TODO: once available, update this script with the helper functions from the stacks service
-const POINTS_PER_INSTANCE = 10
-const POINTS_AWARD_TIMEFRAME_DAYS = 6
-const XP_AWARD_TIMEFRAME_DAYS = 1
+// TODO: once available, update this script with the helper functions from the stacks service
+/** Base points awarded for each instance completion */
+const POINTS_PER_INSTANCE = 10
+/** Number of days before points can be awarded again for the same instance */
+const POINTS_AWARD_TIMEFRAME_DAYS = 6
+/** Number of days before XP can be awarded again for the same instance */
+const XP_AWARD_TIMEFRAME_DAYS = 1
 
-// ? Flag for extended logging
-const verbose = true
+/** Enable detailed logging for debugging response updates */
+const verbose = true

43-46: Consider architectural improvements for the cleanup script.

The script would benefit from several architectural improvements:

  1. Add a dry-run mode to validate changes without applying them
  2. Implement proper logging with levels (error, warn, info, debug)
  3. Add progress tracking and resumability
  4. Consider breaking down the large run function into smaller, focused functions per element type

Would you like assistance in implementing these improvements?

🛑 Comments failed to post (4)
packages/graphql/src/scripts/2024-10-31_cleanup_responses.ts (4)

1234-1649: 🛠️ Refactor suggestion

Refactor update computation functions to reduce code duplication.

The computeDetailUpdate, computeResponseUpdate, and computeInstanceUpdate functions share similar patterns for checking and constructing updates.

Consider creating a generic update computation function:

interface UpdateConfig<T> {
  current: T
  new: Partial<T>
  verbose?: boolean
  logPrefix?: string
}

function computeUpdate<T>({ current, new: newValues, verbose, logPrefix }: UpdateConfig<T>) {
  let updateReq = false
  
  // Compare each property
  Object.entries(newValues).forEach(([key, value]) => {
    if (typeof value !== 'undefined') {
      const currentValue = current[key as keyof T]
      const isDifferent = value instanceof Object 
        ? !isDeepEqual(currentValue, value)
        : currentValue !== value

      if (isDifferent) {
        updateReq = true
        if (verbose) {
          console.log(
            `${logPrefix} ${key} not identical:`,
            currentValue,
            value
          )
        }
      }
    }
  })

  return updateReq ? newValues : undefined
}

52-69: ⚠️ Potential issue

Review pagination strategy for cleanup script.

The script processes a fixed subset of instances with hardcoded take and skip values. This could:

  1. Miss instances that need cleanup
  2. Process instances in an inconsistent order across runs

Consider implementing:

  1. Batch processing with configurable batch size
  2. Cursor-based pagination
  3. Progress tracking for resumability
-    take: 100,
-    skip: 200,
+    // Process instances in batches
+    take: BATCH_SIZE,
+    cursor: lastProcessedCursor,
+    orderBy: { id: 'asc' },

Committable suggestion skipped: line range outside the PR's diff.


558-578: ⚠️ Potential issue

Optimize reducer performance by avoiding spread operator.

The current implementation using spread operator in reducers has O(n²) time complexity.

Refactor to use direct property assignment:

-            acc.aggResponses.choices = detail.response.choices.reduce(
-              (acc, ix) => ({
-                ...acc,
-                [ix]: acc[ix]! + 1,
-              }),
-              acc.aggResponses.choices
-            )
+            // Update choices directly without spread
+            detail.response.choices.forEach((ix) => {
+              acc.aggResponses.choices[ix] = (acc.aggResponses.choices[ix] || 0) + 1
+            })

Committable suggestion skipped: line range outside the PR's diff.

🧰 Tools
🪛 Biome

[error] 562-562: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


[error] 572-572: Avoid the use of spread (...) syntax on accumulators.

Spread syntax should be avoided on accumulators (like those in .reduce) because it causes a time complexity of O(n^2).
Consider methods such as .splice or .push instead.

(lint/performance/noAccumulatingSpread)


1198-1231: ⚠️ Potential issue

Enable transaction support to ensure data consistency.

The transaction code is commented out, which could lead to partial updates and data inconsistency if the script fails mid-execution.

Uncomment and implement proper error handling:

-    // TODO: uncomment this part to apply updates in a single transaction for each element instance
-    // ! Execute all updates that are potentially required in a single transaction
-    // if (
+    // Execute all updates in a single transaction
+    if (
       detailUpdates.length > 0 ||
       responseUpdates.length > 0 ||
       instanceUpdates.length > 0 ||
       Object.keys(participantUpdates).length > 0
-    // ) {
-    //   await prisma.$transaction([
+    ) {
+      try {
+        await prisma.$transaction([
           ...detailUpdates.map((update) =>
             prisma.questionResponseDetail.update(update)
           ),
           ...responseUpdates.map((update) =>
             prisma.questionResponse.update(update)
           ),
           ...instanceUpdates.map((update) =>
             prisma.elementInstance.update(update)
           ),
           ...Object.entries(participantUpdates).map(
             ([participantId, updatedData]) =>
               prisma.participant.update({
                 where: {
                   id: participantId,
                 },
                 data: {
                   xp: {
                     increment: updatedData.additionalXp ?? 0,
                   },
                 },
               })
           ),
-    //   ])
-    // }
+        ])
+      } catch (error) {
+        console.error('Transaction failed:', error)
+        throw error
+      }
+    }
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

    // Execute all updates in a single transaction
    if (
      detailUpdates.length > 0 ||
      responseUpdates.length > 0 ||
      instanceUpdates.length > 0 ||
      Object.keys(participantUpdates).length > 0
    ) {
      try {
        await prisma.$transaction([
          ...detailUpdates.map((update) =>
            prisma.questionResponseDetail.update(update)
          ),
          ...responseUpdates.map((update) =>
            prisma.questionResponse.update(update)
          ),
          ...instanceUpdates.map((update) =>
            prisma.elementInstance.update(update)
          ),
          ...Object.entries(participantUpdates).map(
            ([participantId, updatedData]) =>
              prisma.participant.update({
                where: {
                  id: participantId,
                },
                data: {
                  xp: {
                    increment: updatedData.additionalXp ?? 0,
                  },
                },
              })
          ),
        ])
      } catch (error) {
        console.error('Transaction failed:', error)
        throw error
      }
    }
  }

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Quality Gate Failed Quality Gate failed

Failed conditions
1 Security Hotspot
23.6% Duplication on New Code (required ≤ 3%)

See analysis details on SonarCloud

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Caution

Inline review comments failed to post. This is likely due to GitHub's limits when posting large numbers of comments.

Actionable comments posted: 3

🧹 Outside diff range and nitpick comments (2)
_run_app_dependencies_macos.sh (1)

7-7: Consider adding startup order management.

The script starts multiple services without ensuring proper startup order. Consider adding health checks or startup dependencies.

-docker compose up postgres postgres_diff redis_exec redis_cache reverse_proxy_macos
+# Ensure PostgreSQL services are ready before starting dependent services
+docker compose up -d postgres postgres_diff
+echo "Waiting for PostgreSQL services to be ready..."
+docker compose exec postgres_diff pg_isready -h localhost -p 5432
+docker compose exec postgres_diff pg_isready -h localhost -p 5433
+
+# Start remaining services
+docker compose up redis_exec redis_cache reverse_proxy_macos
util/_restore-prod.sh (1)

1-3: Add documentation explaining dual restore purpose

The script lacks documentation explaining why two database restores are needed and their respective purposes.

Add a header comment explaining the purpose:

 #!/bin/sh
+
+# This script restores a database dump to both the primary PostgreSQL instance (port 5432)
+# and the secondary instance (port 5433) used for differential analysis.
+#
+# Environment variables required:
+# - DB_PASSWORD: Database password
+# - DB_USER: Database username
+# - DB_NAME: Database name
+#
+# The script will exit with status 1 if any restore operation fails.
🛑 Comments failed to post (3)
util/_restore-prod.sh (2)

2-3: 🛠️ Refactor suggestion

Add error handling and progress feedback

The script lacks error handling between restore operations and doesn't provide feedback about the progress.

Here's a suggested improvement:

-PGPASSWORD="klicker" pg_restore --host="localhost" --port=5432 --user="klicker" --dbname="klicker-prod" --no-owner --format="t" dump.tar
-PGPASSWORD="klicker" pg_restore --host="localhost" --port=5433 --user="klicker" --dbname="klicker-prod" --no-owner --format="t" dump.tar
+restore_database() {
+    local port=$1
+    echo "Starting restore on port $port..."
+    
+    PGPASSWORD="$DB_PASSWORD" pg_restore \
+        --host="localhost" \
+        --port="$port" \
+        --user="$DB_USER" \
+        --dbname="$DB_NAME" \
+        --no-owner \
+        --format="t" \
+        dump.tar
+    
+    if [ $? -eq 0 ]; then
+        echo "Restore completed successfully on port $port"
+    else
+        echo "Error: Restore failed on port $port"
+        exit 1
+    fi
+}
+
+# Restore to primary database
+restore_database 5432
+
+# Restore to secondary database
+restore_database 5433
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

restore_database() {
    local port=$1
    echo "Starting restore on port $port..."
    
    PGPASSWORD="$DB_PASSWORD" pg_restore \
        --host="localhost" \
        --port="$port" \
        --user="$DB_USER" \
        --dbname="$DB_NAME" \
        --no-owner \
        --format="t" \
        dump.tar
    
    if [ $? -eq 0 ]; then
        echo "Restore completed successfully on port $port"
    else
        echo "Error: Restore failed on port $port"
        exit 1
    fi
}

# Restore to primary database
restore_database 5432

# Restore to secondary database
restore_database 5433

2-3: ⚠️ Potential issue

Security: Avoid hardcoding database credentials

The script currently contains hardcoded credentials which is a security risk. Consider using environment variables instead.

Here's a suggested improvement:

-PGPASSWORD="klicker" pg_restore --host="localhost" --port=5432 --user="klicker" --dbname="klicker-prod" --no-owner --format="t" dump.tar
-PGPASSWORD="klicker" pg_restore --host="localhost" --port=5433 --user="klicker" --dbname="klicker-prod" --no-owner --format="t" dump.tar
+# Read credentials from environment variables
+if [ -z "$DB_PASSWORD" ] || [ -z "$DB_USER" ] || [ -z "$DB_NAME" ]; then
+    echo "Error: Required environment variables DB_PASSWORD, DB_USER, or DB_NAME are not set"
+    exit 1
+fi
+
+PGPASSWORD="$DB_PASSWORD" pg_restore --host="localhost" --port=5432 --user="$DB_USER" --dbname="$DB_NAME" --no-owner --format="t" dump.tar
+PGPASSWORD="$DB_PASSWORD" pg_restore --host="localhost" --port=5433 --user="$DB_USER" --dbname="$DB_NAME" --no-owner --format="t" dump.tar
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

# Read credentials from environment variables
if [ -z "$DB_PASSWORD" ] || [ -z "$DB_USER" ] || [ -z "$DB_NAME" ]; then
    echo "Error: Required environment variables DB_PASSWORD, DB_USER, or DB_NAME are not set"
    exit 1
fi

PGPASSWORD="$DB_PASSWORD" pg_restore --host="localhost" --port=5432 --user="$DB_USER" --dbname="$DB_NAME" --no-owner --format="t" dump.tar
PGPASSWORD="$DB_PASSWORD" pg_restore --host="localhost" --port=5433 --user="$DB_USER" --dbname="$DB_NAME" --no-owner --format="t" dump.tar
docker-compose.yml (1)

142-154: 💡 Codebase verification

Consider using separate initialization scripts for the duplicate PostgreSQL services

The init.sql script creates two databases: "shadow" and "klicker-prod-lti". Since both PostgreSQL services share this initialization script, they will attempt to create the same databases, which:

  1. May not be necessary for the diff/comparison purpose
  2. Could lead to confusion about which instance contains the actual shadow and LTI databases

Consider:

  • Creating a separate initialization script for the postgres_diff service with only the required databases
  • Adding comments in the docker-compose.yml to document the purpose of each PostgreSQL instance
  • Using distinct database names to clearly separate the instances' purposes
🔗 Analysis chain

Document the purpose of the duplicate PostgreSQL service.

While the configuration is technically correct, having two identical PostgreSQL instances could lead to confusion. Consider:

  1. Adding comments to explain why this duplicate service is needed
  2. Using a different database name (e.g., 'klicker-diff' instead of 'klicker-prod') to avoid confusion
  3. Ensuring the init.sql script is appropriate for both instances

Let's check if the init.sql script is suitable for both instances:

🏁 Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Check the content of init.sql to ensure it's appropriate for both instances
cat util/init.sql

Length of output: 81

@sjschlapbach sjschlapbach merged commit e87944e into v3 Nov 10, 2024
12 of 14 checks passed
@sjschlapbach sjschlapbach deleted the responses-cleanup branch November 10, 2024 22:56
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cypress bot commented Nov 10, 2024

klicker-uzh    Run #3638

Run Properties:  status check passed Passed #3638  •  git commit e87944e6fe: chore: add script to clean up question responses, response details and element i...
Project klicker-uzh
Branch Review v3
Run status status check passed Passed #3638
Run duration 11m 34s
Commit git commit e87944e6fe: chore: add script to clean up question responses, response details and element i...
Committer Julius Schlapbach
View all properties for this run ↗︎

Test results
Tests that failed  Failures 0
Tests that were flaky  Flaky 0
Tests that did not run due to a developer annotating a test with .skip  Pending 0
Tests that did not run due to a failure in a mocha hook  Skipped 0
Tests that passed  Passing 140
View all changes introduced in this branch ↗︎

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