Map a Reddit feed URL to an OAuth API listing path and sort. Examples: https://www.reddit.com/r/python/.rss -> ("r/pytho

Retrieve the stories from a single feed.

Fetch the YouTube channel thumbnail URL for use as a feed favicon.

Get custom icon for a feed, or null if none set.

Get the cached SavedSearch object at the given saved search list location.

* Get the configured server URL * @returns {Promise<string>} Server URL

Get a provider instance and model ID for the given briefing model name.

Fetch cached classification scores from Redis. Returns dict of {story_hash: int_score} for cached stories only.

Get cost estimate for AI classifiers, optionally scoped to a specific feed.

Get daily totals for analyses, subscriptions, and unique users.

Returns the effective auto_mark_read_days setting following inheritance: feed -> folder (walking up nested hierarchy) -> site-wide

Get token usage from the last API call. Returns: Tuple of (input_tokens, output_tokens)

Read cached AI prompt classifier scores (cache-read-only). Classification happens at FeedFetch time, not at read time. This function only rea

Return True if readonly mode is enabled.

Get top trending stories based on accumulated read time over past N days.

Get unique user count for a period using set union. More accurate than summing daily counts.

Get current billing cycle spend from MLLMCost MongoDB records. Returns (current_spend_usd, limit_usd, is_limit_reached) tuple.

Index a single archive document. Args: archive: MArchivedStory instance

* Check if user is authenticated * @returns {boolean} True if authenticated

Determines if the row at the specified position is last of the special rows, under which un-foldered "root level" feeds are created as children. Thes

The main issues with django's default json serializer is that properties that had been added to an object dynamically are being ignored (and

Most recent real (non-refunded, positive) payment amount, or None. Used to identify grandfathered $12/$24 subscribers (apps/profile/models.py)

* Load blocklist

* Load data statistics

Mark channels as sent for a story so notification triggers don't re-send.

Persist the Open RSS /feed/ correction for a legacy feed cached at the preview path, so it migrates once instead of re-correcting on every fet

Rewrite a legacy Open RSS preview address to its actual /feed/ form. Open RSS serves a human-readable preview at the bare path and the real

Synchronously check a URL/View pair to ensure the view isn't showing a stale mapping. Useful for legacy listviews that aren't smart enough to un-map

Pre-compute the significant-word set for a representative story title. Exposed so callers iterating many siblings against the same representative

Raise ArchiveRequiredError if the user is not premium archive.

Indicate that the DB was cleared.

* Return archives to the front of the queue (on sync failure) * @param {object[]} archives - Archives to return

Save token data to disk with restricted permissions (0600).