From 162f71130aef12c1cd8c8dabea970a34459b3bd4 Mon Sep 17 00:00:00 2001 From: alexanderbates Date: Tue, 2 Jul 2024 13:16:43 -0400 Subject: [PATCH] first commit --- .Rbuildignore | 10 + .Rproj.user/CFBDAB7C/cpp-definition-cache | 1 + .../CFBDAB7C/pcs/debug-breakpoints.pper | 5 + .Rproj.user/CFBDAB7C/pcs/files-pane.pper | 9 + .../CFBDAB7C/pcs/find-replace-in-files.pper | 17 + .Rproj.user/CFBDAB7C/pcs/source-pane.pper | 3 + .../CFBDAB7C/pcs/windowlayoutstate.pper | 14 + .Rproj.user/CFBDAB7C/pcs/workbench-pane.pper | 5 + .Rproj.user/CFBDAB7C/persistent-state | 8 + .Rproj.user/CFBDAB7C/rmd-outputs | 5 + .Rproj.user/CFBDAB7C/saved_source_markers | 1 + .Rproj.user/CFBDAB7C/sources/prop/170255FE | 6 + .Rproj.user/CFBDAB7C/sources/prop/1AB56D50 | 6 + .Rproj.user/CFBDAB7C/sources/prop/2546FDEB | 7 + .Rproj.user/CFBDAB7C/sources/prop/71C3E99E | 7 + .Rproj.user/CFBDAB7C/sources/prop/98EB579C | 6 + .Rproj.user/CFBDAB7C/sources/prop/B8C1D536 | 6 + .Rproj.user/CFBDAB7C/sources/prop/BBFCF377 | 6 + 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"contents": "", + "dirty": false, + "created": 1719940498901.0, + "source_on_save": false, + "relative_order": 2, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "3,3", + "scrollLine": "0" + }, + "folds": "", + "lastKnownWriteTime": 1719940505, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719940505707, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-1163E1ED/905EC600-contents b/.Rproj.user/CFBDAB7C/sources/session-1163E1ED/905EC600-contents new file mode 100644 index 0000000..7a9a7f9 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-1163E1ED/905EC600-contents @@ -0,0 +1,13 @@ +.onLoad <- function(libname, pkgname) { + + # make banc4<->banc3 bridging registrations available + #register_banc3to4() + invisible() +} + +.onAttach <- function(libname, pkgname) { + packageStartupMessage( + 'Do `choose_banc()` to use many fafbseg::flywire_* functions!\n', + 'Use dr_banc() to get a report on your installation.\n', + 'Trouble? Visit https://flyconnectome.github.io/bancr/SUPPORT.html or #code on banc Slack') +} diff --git a/.Rproj.user/CFBDAB7C/sources/session-1163E1ED/A4D6ACF5 b/.Rproj.user/CFBDAB7C/sources/session-1163E1ED/A4D6ACF5 new file mode 100644 index 0000000..3d41f35 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-1163E1ED/A4D6ACF5 @@ -0,0 +1,26 @@ +{ + "id": "A4D6ACF5", + "path": "~/projects/flyconnectome/bancr/R/xform.R", + "project_path": "R/xform.R", + "type": "r_source", + "hash": "0", + "contents": "", + "dirty": false, + "created": 1719940460902.0, + "source_on_save": false, + "relative_order": 1, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "1,0", + "scrollLine": "0" + }, + "folds": "", + "lastKnownWriteTime": 1719940475, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719940475237, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-1163E1ED/A4D6ACF5-contents b/.Rproj.user/CFBDAB7C/sources/session-1163E1ED/A4D6ACF5-contents new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-1163E1ED/A4D6ACF5-contents @@ -0,0 +1 @@ + diff --git a/.Rproj.user/CFBDAB7C/sources/session-1163E1ED/lock_file b/.Rproj.user/CFBDAB7C/sources/session-1163E1ED/lock_file new file mode 100644 index 0000000..e69de29 diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/13B4928A b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/13B4928A new file mode 100644 index 0000000..35cb44c --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/13B4928A @@ -0,0 +1,26 @@ +{ + "id": "13B4928A", + "path": "~/projects/flyconnectome/bancr/R/data.R", + "project_path": "R/data.R", + "type": "r_source", + "hash": "3914055777", + "contents": "", + "dirty": false, + "created": 1719274090397.0, + "source_on_save": false, + "relative_order": 8, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "5,58", + "scrollLine": "0" + }, + "folds": "", + "lastKnownWriteTime": 1719893237, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719893237584, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/13B4928A-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/13B4928A-contents new file mode 100644 index 0000000..feb3d82 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/13B4928A-contents @@ -0,0 +1,22 @@ +#' Simplified tissue surface of BANC +#' +#' @name banc.surf +#' @docType data +#' @description This is unsymmetrical and not a normalised version of the mesh. +#' It is the outline of the dataset in native voxel space. +#' +#' @examples +#' \dontrun{ +#' # Depends on nat +#' library(nat) +#' rgl::wire3d(banc.surf) +#' } +"banc.surf" + +# How it was obtained: +# res <- httr::GET("https://www.googleapis.com/storage/v1/b/zetta_lee_fly_cns_001_kisuk/o/final%2Fv2%2Fvolume_meshes%2Fmeshes%2F1%3A0.drc?alt=media&neuroglancer=610000b05b6497edcf20b78f29516970") +# httr::stop_for_status(res) +# bytes <- httr::content(res, as = "raw") +# banc.mesh <- decode_neuroglancer_mesh(bytes) +# banc.surf <- as.hxsurf(banc.mesh) +# save(banc.surf, file="data/BANC.surf.rda") diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/15582ABC-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/15582ABC-contents new file mode 100644 index 0000000..1ac8efa --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/15582ABC-contents @@ -0,0 +1,50 @@ +Type: Package +Package: bancr +Title: Support Access to the Brain And Nerve Cord (BANC) Dataset +Version: 0.1.0 +Authors@R: + person(given = "Alexnder", + family = "Bates", + role = c("aut", "cre"), + email = "alexander.shakeel.bates@gmail.com", + comment = c(ORCID = "0000-0002-1195-0445")) +Description: Access to the BANC EM dataset, focussing on support for + BANC autosegmentation. Organised as a thin wrapper around the fafbseg + package. +License: GPL-3 +URL: https://github.com/flyconnectome/bancr +BugReports: https://github.com/flyconnectome/bancr/issues +Depends: + R (>= 2.10), + fafbseg (>= 0.13.0.9100), + Morpho, + nat.flybrains +Imports: + nat, + nat.templatebrains, + bit64, + httr, + jsonlite, + pbapply, + dplyr, + checkmate +Suggests: + testthat (>= 3.0.0), + reticulate, + readobj, + Rvcg, + usethis, + rmarkdown, + spelling, + arrow +Remotes: + natverse/nat, + natverse/fafbseg, + natverse/nat.flybrains, + natverse/nat.templatebrains +Config/testthat/edition: 3 +Encoding: UTF-8 +Language: en-GB +LazyData: true +Roxygen: list(markdown = TRUE) +RoxygenNote: 7.3.1 diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/1AD9BD04 b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/1AD9BD04 new file mode 100644 index 0000000..14d6d0a --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/1AD9BD04 @@ -0,0 +1,26 @@ +{ + "id": "1AD9BD04", + "path": "~/projects/flyconnectome/bancr/R/zzz.R", + "project_path": "R/zzz.R", + "type": "r_source", + "hash": "0", + "contents": "", + "dirty": false, + "created": 1719273878300.0, + "source_on_save": false, + "relative_order": 2, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "3,2", + "scrollLine": "0" + }, + "folds": "", + "lastKnownWriteTime": 1719940505, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719940505, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/1AD9BD04-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/1AD9BD04-contents new file mode 100644 index 0000000..7a9a7f9 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/1AD9BD04-contents @@ -0,0 +1,13 @@ +.onLoad <- function(libname, pkgname) { + + # make banc4<->banc3 bridging registrations available + #register_banc3to4() + invisible() +} + +.onAttach <- function(libname, pkgname) { + packageStartupMessage( + 'Do `choose_banc()` to use many fafbseg::flywire_* functions!\n', + 'Use dr_banc() to get a report on your installation.\n', + 'Trouble? Visit https://flyconnectome.github.io/bancr/SUPPORT.html or #code on banc Slack') +} diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/2160F22E b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/2160F22E new file mode 100644 index 0000000..2ad5e67 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/2160F22E @@ -0,0 +1,26 @@ +{ + "id": "2160F22E", + "path": "~/projects/flyconnectome/bancr/README.md", + "project_path": "README.md", + "type": "markdown", + "hash": "0", + "contents": "", + "dirty": false, + "created": 1719273731417.0, + "source_on_save": false, + "relative_order": 1, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "51,0", + "scrollLine": "33" + }, + "folds": "", + "lastKnownWriteTime": 1719542598, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719542598426, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/2160F22E-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/2160F22E-contents new file mode 100644 index 0000000..dbc340c --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/2160F22E-contents @@ -0,0 +1,66 @@ +# bancr + + +[![natverse](https://img.shields.io/badge/natverse-Part%20of%20the%20natverse-a241b6)](https://natverse.github.io) +[![Docs](https://img.shields.io/badge/docs-100%25-brightgreen.svg)](https://flyconnectome.github.io/bancr/reference/) +[![R-CMD-check](https://github.com/flyconnectome/banc/workflows/R-CMD-check/badge.svg)](https://github.com/flyconnectome/banc/actions) +[![R-CMD-check](https://github.com/flyconnectome/bancr/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/flyconnectome/bancr/actions/workflows/R-CMD-check.yaml) + + +The goal of **bancr** is to support analysis of the Brain And +Nerve Cord dataset aka (BANC), especially autosegmentation data. Those +data are made available by the banc project led by Wei-Chung Allen Lee (Harvard) and collaborators including Zetta.ai. + +To access banc resources, you must have permissions to access the [banc +autosegmentation +dataset](https://banc-reconstruction.slack.com/archives/C01RZP5JH9C/p1616522511001900) +and have [confirmed your +acceptance](https://banc-reconstruction.slack.com/archives/C01RZP5JH9C/p1617404290005300) +of the banc proofreading and data ownership guidelines. At this point you should +have a linked Google account that will be authorised (see below) for access to +banc online resources. + +Broadly speaking the **bancr** package is a thin wrapper over the +[fafbseg](https://github.com/natverse/fafbseg) package setting up necessary +default paths etc. It is based on anothe wrapper for a separate project, +[fancr](https://github.com/flyconnectome/fancr). + +## Installation + +You can install the development version of bancr from github: + +```r +remotes::install_github('flyconnectome/bancr') +``` + +To do anything useful with the bancr package, you need authorisation to access +banc resources. To prove your authorisation for programmatic access you must +generate and store a token in your web browser after logging in to an approved +Google account. This should be streamlined by running the following command in R +(which will also set you up for Pythonic access via cloudvolume.) + +```r +# set up token - will open your browser to generate a new token +banc_set_token() +# if you already have one do +# banc_set_token("") +``` + +To check that everything is set up properly, try: + +```r +dr_banc() + +banc_xyz2id(cbind(34495, 82783, 1954), rawcoords=TRUE) +svids=banc_leaves("720575941650432785") +head(svids) +``` + +### Updating + +You can just repeat the install instructions, but this ensures +that all dependencies are updated: + +```r +remotes::install_github('flyconnectome/bancr') +``` diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/22EBD919 b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/22EBD919 new file mode 100644 index 0000000..a8b027f --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/22EBD919 @@ -0,0 +1,26 @@ +{ + "id": "22EBD919", + "path": "~/projects/flyconnectome/bancr/R/zetta-api.R", + "project_path": "R/zetta-api.R", + "type": "r_source", + "hash": "0", + "contents": "", + "dirty": false, + "created": 1719274005013.0, + "source_on_save": false, + "relative_order": 4, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "24,32", + "scrollLine": "21" + }, + "folds": "", + "lastKnownWriteTime": 1719273721, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719273721, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/22EBD919-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/22EBD919-contents new file mode 100644 index 0000000..b215815 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/22EBD919-contents @@ -0,0 +1,55 @@ +#' Fetch change log information for one or more neurons +#' +#' @details As of August 2021 this is a simple wrapper of +#' \code{fabseg::\link{flywire_change_log}}. For now the old (and less +#' convenient format) available from the zetta API can be obtained with the +#' private \code{bancr:::banc_change_log_zetta} function. +#' +#' @param x One or more banc ids in any format understandable by +#' \code{\link[fafbseg]{ngl_segments}} +#' @return a \code{data.frame} See \code{fabseg::\link{flywire_change_log}} for +#' details +#' @export +#' @importFrom pbapply pbsapply +#' @inheritParams fafbseg::flywire_change_log +#' @examples +#' \donttest{ +#' banc_change_log("648518346473954669") +#' } +banc_change_log <- function(x, tz="UTC", filtered=TRUE, OmitFailures=TRUE, ...) { + x=banc_ids(x) + with_banc(flywire_change_log( + x = x, + tz = tz, + filtered = filtered, + OmitFailures = OmitFailures, + ... + )) +} + +banc_change_log_zetta <- function(x, ...) { + baseurl=banc_api_url(endpoint = "root/") + x=fafbseg::ngl_segments(x, as_character = T) + if(length(x)>1) { + res=pbapply::pbsapply(x, banc_change_log_zetta, ..., simplify = FALSE) + user_info=dplyr::bind_rows(sapply(res, "[[", "user_info", simplify = F), + .id = 'root_id') + res2=sapply(res, function(x) x[setdiff(names(x), 'user_info')], simplify = F) + res2df=do.call(rbind,res2) + res2df=cbind(data.frame(root_id=rownames(res2df)), res2df) + attr(user_info, 'summary')=res2df[1:2] + attr(user_info, 'operations')=res2df[[3]] + attr(user_info, 'past_ids')=res2df[[4]] + return(user_info=user_info) + } + url=paste0(baseurl, x, "/change_log") + res=banc_fetch(url, ...) + res$user_info + userdf=data.frame(user=names(res$user_info), stringsAsFactors = FALSE) + userdf$n_splits=sapply(res$user_info, function(x) {splits=x$n_splits; ifelse(is.null(splits), 0L, as.integer(splits))}) + userdf$n_mergers=sapply(res$user_info, function(x) {mergers=x$n_mergers; ifelse(is.null(mergers), 0L, as.integer(mergers))}) + res$operations_ids=scan(text = chartr("[]"," ", res$operations_ids), + what=integer(), quiet = T) + res$user_info=userdf + res +} diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/2514C2C8-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/2514C2C8-contents new file mode 100644 index 0000000..e69de29 diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/39865D85-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/39865D85-contents new file mode 100644 index 0000000..e69de29 diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/3D8EC229 b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/3D8EC229 new file mode 100644 index 0000000..67fe80c --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/3D8EC229 @@ -0,0 +1,26 @@ +{ + "id": "3D8EC229", + "path": "~/projects/flyconnectome/bancr/R/partners.R", + "project_path": "R/partners.R", + "type": "r_source", + "hash": "0", + "contents": "", + "dirty": false, + "created": 1719523094601.0, + "source_on_save": false, + "relative_order": 12, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "10,2", + "scrollLine": "0" + }, + "folds": "", + "lastKnownWriteTime": 1719939390, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719939390932, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/3D8EC229-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/3D8EC229-contents new file mode 100644 index 0000000..77a0207 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/3D8EC229-contents @@ -0,0 +1,111 @@ +#' Summarise the connectivity of banc neurons +#' +#' @details note that the rootids you pass in must be up to date. See example. +#' +#' @param rootids Character vector specifying one or more flywire rootids. As a +#' convenience this argument is passed to \code{\link{banc_ids}} allowing you +#' to pass in data.frames, flywire URLs or simple ids. +#' @param datastack_name An optional CAVE \code{datastack_name}. If unset a +#' sensible default is chosen. +#' @inheritParams fafbseg::flywire_partner_summary +#' +#' @return a data.frame +#' @seealso \code{\link{flywire_partner_summary}}, \code{\link{banc_latestid}} +#' @export +#' +#' @examples +#' # NB id must be up to date +#' sample_id=banc_latestid("720575941480769421") +#' head(banc_partner_summary(sample_id)) +#' head(banc_partner_summary(sample_id, partners='inputs')) +#' \dontrun{ +#' # get the latest id for an outdate +#' banc_partner_summary(banc_latestid("720575941480769421")) +#' +#' ## open banc/flywire scene containing top partners +#' library(dplyr) +#' banc_partner_summary(banc_latestid("720575941480769421"), partners='inputs') %>% +#' slice_max(weight, n = 20) %>% +#' banc_scene(open=TRUE) +#' } +banc_partner_summary <- function(rootids, + partners = c("outputs", "inputs"), + threshold = 0, + remove_autapses = TRUE, + cleft.threshold = 0, + datastack_name=NULL, + ...) { + if(is.null(datastack_name)) + datastack_name = banc_datastack_name() + with_banc( + fafbseg::flywire_partner_summary( + rootids, + threshold = threshold, + partners=partners, + method = "cave", + datastack_name = banc_datastack_name(), + remove_autapses = remove_autapses, + cleft.threshold = cleft.threshold, + ... + ) + ) +} + +### TODO #### +banc_datastack_name <- memoise::memoise(function() { + banc_name <- tryCatch({ + cac=fafbseg::flywire_cave_client(NULL) + datastacks=cac$info$get_datastacks() + seldatastack=grep("brain_and_nerve_cord*", datastacks, value = T) + if(length(seldatastack)==0) + stop("Could not identify a banc production datastack amongst: ", + paste(datastacks, collapse=','), + "\nHave you been granted access to banc production?") + if(length(seldatastack)>1) + warning("Multiple banc datastacks available; ", + paste(seldatastack, collapse = ","),"\n", + "choosing: ", seldatastack[1]) + seldatastack[1] + }, error = function(e){ + warning("using default setting") + "brain_and_nerve_cord" + }) + banc_name +}) + +#' @description \code{banc_partners} returns details of each unitary synaptic +#' connection (including its xyz location). +#' +#' @export +#' +#' @rdname banc_partner_summary +#' @examples +#' \dontrun{ +#' # plot input and output synapses of a neuron +#' nclear3d() +#' fpi=banc_partners(banc_latestid("648518346481082458"), partners='in') +#' points3d(banc_raw2nm(fpi$post_pt_position), col='cyan') +#' fpo=banc_partners(banc_latestid("648518346481082458"), partners='out') +#' points3d(banc_raw2nm(fpo$pre_pt_position), col='red') +#' } +banc_partners <- function(rootids, partners=c("input", "output"), ...) { + partners=match.arg(partners) + rootids=banc_ids(rootids) + fcc=banc_cave_client() + pyids=fafbseg:::rids2pyint(rootids) + res=if(partners=='input') { + reticulate::py_call(fcc$materialize$synapse_query, post_ids=pyids, ...) + } else { + reticulate::py_call(fcc$materialize$synapse_query, pre_ids=pyids, ...) + } + fafbseg:::pandas2df(res) +} + + + + + + + + + diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/40D5E682 b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/40D5E682 new file mode 100644 index 0000000..ec7e89e --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/40D5E682 @@ -0,0 +1,27 @@ +{ + "id": "40D5E682", + "path": "~/projects/flyconnectome/bancr/R/synapses.R", + "project_path": "R/synapses.R", + "type": "r_source", + "hash": "0", + "contents": "", + "dirty": false, + "created": 1719893136883.0, + "source_on_save": false, + "relative_order": 10, + "properties": { + "tempName": "Untitled1", + "source_window_id": "", + "Source": "Source", + "cursorPosition": "5,2", + "scrollLine": "0" + }, + "folds": "", + "lastKnownWriteTime": 1719939742, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719939742977, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/40D5E682-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/40D5E682-contents new file mode 100644 index 0000000..f569a54 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/40D5E682-contents @@ -0,0 +1,103 @@ +#' Download all of the BANC synapses as a .sqlite file that you can read lazily from later +#' +#' @details Downloads all automatic Zetta.ai synapse detections for the BANC and saves them as +#' a \code{banc_data.sqlite} file. Once this is done, in the future the function will read from this file +#' lazilty so as not to throw the whole thing into system memory. +#' +#' @param path The google storage path to the desired synapses file. Read using \code{readr::read_csv}. +#' @param overwrite Logical, whether or not to overwrite an extant \code{banc_data.sqlite} file. +#' @param n_max Numeric, the maximum number of rows ot read from \code{path} if you just want to see +#' a taster of the file. +#' +#' @return a data.frame +#' @seealso \code{\link{banc_partner_summary}}, \code{\link{banc_partners}} +#' @export +#' +#' @examples +#' \dontrun{ +#' syns <- banc_all_synapses() +#' } +banc_all_synapses <- function(path = "gs://zetta_lee_fly_cns_001_synapse/240623_run/assignment/final_edgelist.df", + overwrite = FALSE, + n_max = 2000){ + + # Correct path to de-authenticate it, use https + path <- gsub("^gs\\:\\/","https://storage.googleapis.com",path) + + # Check if the file exists, if not, create it + file_path <- file.path(system.file(package = "bancr"), "data", "banc_data.sqlite") + if (!file.exists(file_path)) { + con <- DBI::dbConnect(RSQLite::SQLite(), file_path) + DBI::dbDisconnect(con) + table_exists <- FALSE + message("Created: ", file_path) + }else{ + # Check if the 'synapses' table exists + con <- DBI::dbConnect(RSQLite::SQLite(), file_path) + table_exists <- "synapses" %in% DBI::dbListTables(con) + } + + # The column types for our read + col.types <- readr::cols( + .default = readr::col_character(), + cleft_segid = readr::col_character(), + centroid_x = readr::col_number(), + centroid_y = readr::col_number(), + centroid_z = readr::col_number(), + bbox_bx = readr::col_number(), + bbox_by = readr::col_number(), + bbox_bz = readr::col_number(), + bbox_ex = readr::col_number(), + bbox_ey = readr::col_number(), + bbox_ez = readr::col_number(), + presyn_segid = readr::col_character(), + postsyn_segid = readr::col_character(), + presyn_x = readr::col_integer(), + presyn_y = readr::col_integer(), + presyn_z = readr::col_integer(), + postsyn_x = readr::col_integer(), + postsyn_y = readr::col_integer(), + postsyn_z = readr::col_integer(), + clefthash = readr::col_number(), + partnerhash= readr::col_integer(), + size = readr::col_integer() + ) + + # Are we just sampling or going for the full thing? + if(!is.null(nrows)){ + syns <- readr::read_csv(file=path, col_types = col.types, lazy = TRUE, n_max = n_max) + }else if (!table_exists|overwrite){ + # Get all synapses + syns <- readr::read_csv(file=path, col_types = col.types, lazy = TRUE) + + # Process + + # Connect to the SQLite database + con <- DBI::dbConnect(RSQLite::SQLite(), file_path) + + # Write the data frame to the 'synapses' table + # If the table already exists, it will be overwritten + DBI::dbWriteTable(con, "synapses", df, overwrite = TRUE) + DBI::dbDisconnect(con) + message("Added tab synapses, nrows: ", nrow(syns)) + } + + # Read + DBI::dbReadTable(con, "synapses") + +} + +# # googleCloudStorageR +# banc_gcs_read <- function(path = "gs://zetta_lee_fly_cns_001_synapse/240623_run/assignment/final_edgelist.df"){ + + # # Not sure hot to get this working in R, but looks useful + # googleCloudStorageR::gcs_setup(token="none") + # googleCloudStorageR::gcs_auth(token=NULL) + # # OR? + # scope <-c("https://www.googleapis.com/auth/cloud-platform") + # token <- gargle::token_fetch(scopes = scope) + # googleCloudStorageR::gcs_auth(token = token) + # # Then get data? + # path <- 'gs://zetta_lee_fly_cns_001_synapse/240529_run/240604_assignment/final_edgelist.df' + # df <- googleCloudStorageR::gcs_get_object(path, parseFunction = function(x) read.csv(x, nrows = 1000)) +# } diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/509B1708 b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/509B1708 new file mode 100644 index 0000000..20bd8e8 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/509B1708 @@ -0,0 +1,26 @@ +{ + "id": "509B1708", + "path": "~/projects/flyconnectome/bancr/R/meshes.R", + "project_path": "R/meshes.R", + "type": "r_source", + "hash": "0", + "contents": "", + "dirty": false, + "created": 1719538061633.0, + "source_on_save": false, + "relative_order": 14, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "20,54", + "scrollLine": "17" + }, + "folds": "", + "lastKnownWriteTime": 1719935857, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719935857517, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/509B1708-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/509B1708-contents new file mode 100644 index 0000000..32921dc --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/509B1708-contents @@ -0,0 +1,172 @@ +#' Read one or more BANC neuron and nuclei meshes +#' +#' @param ids One or more root ids +#' @param savedir An optional location to save downloaded meshes. This acts as a +#' simple but effective cache since flywire neurons change id whenever they +#' are edited. +#' @param lod The level of detail (highest resolution is 0, default of 2 gives a +#' good overall morphology while 3 is also useful and smaller still). +#' @param method How to treat the mesh object returned from neuroglancer, i.e. as +#' a \code{mesh3d} object or a \code{ply} mesh. +#' @param ... Additional arguments passed to +#' \code{fafbseg::\link{read_cloudvolume_meshes}} +#' @inheritParams fafbseg::save_cloudvolume_meshes +#' +#' @return A \code{\link[nat]{neuronlist}} containing one or more \code{mesh3d} +#' objects. See \code{nat::\link[nat]{read.neurons}} for details. +#' @export +#' @seealso \code{fafbseg::\link{read_cloudvolume_meshes}} +#' @examples +#' \donttest{ +#' neuron.mesh <- read_banc_meshes("720575941650432785") +#' plot3d(neuron.mesh, alpha = 0.1) +#' nucleus.mesh <- read_banc_meshes("72903876004544795") +#' plot3d(nucleus.mesh, col = "black") +#' } +read_banc_meshes <- function(ids, savedir=NULL, format=c("ply", "obj"), ...) { + format=match.arg(format) + read_cloudvolume_meshes(ids, savedir = savedir, cloudvolume.url = banc_cloudvolume_url(set=FALSE), format=format, ...) +} + +#' @export +banc_read_nuclei_mesh <- function(ids, lod = 1L, savedir=NULL, method=c('vf', 'ply'), ...) { + cvu <- "precomputed://gs://lee-lab_brain-and-nerve-cord-fly-connectome/nuclei/seg_v1" + cv <- fafbseg::flywire_cloudvolume(cloudvolume.url = cvu) + li <- reticulate::py_eval(ids, convert = F) + lod <- as.integer(lod) + cm <- cv$mesh$get(li, lod = lod) + if (!any(ids %in% names(cm))) { + stop("Failed to read segid: ", ids) + } + cmesh <- reticulate::py_get_item(cm, li) + m <- cvmesh2mesh(cmesh, method = method) + m +} + +#' Subset points to be in the brain or in the VNC +#' +#' @param x an object with 3d points to be subsetted, e.g. an xyz matrix, a \code{neuron}, \cpode{neuronlist} or a \code{mesh3d} object. +#' Points must be in native BANC space, i.e. plottable inside \code{banc.surf}. +#' @param invert if \code{FALSE} returns brain points, if \code{TRUE} returns VNC points. +#' +#' @return Remove points above or below the midsection of the neck connective of BANC. +#' @seealso \code{\link{banc.surf}} +#' @export +#' @examples +#' \donttest{ +#' m = read_banc_meshes("720575941650432785") +#' m.brain = banc_decapitate(m) +#' m.vnc = banc_decapitate(m, invert = TRUE) +#' plot3d(m.brain, col = "red") +#' plot3d(m.brain, col = "cyan") +#' plot3d(banc.surf, col = "grey", alpha = 0.1) +#' } +banc_decapitate <- function(x, invert = FALSE, reference = "BANC"){ + y.cut <- 5e+05 + v1 <- c(0,y.cut,0) + v2 <- c(1e10,y.cut,0) + v3 <- c(0,y.cut,1e10) + if (reference!="BANC"){ + v1 <- xform_brain(v1, sample = "BANC", reference = reference) + v2 <- xform_brain(v2, sample = "BANC", reference = reference) + v3 <- xform_brain(v3, sample = "BANC", reference = reference) + y.cut <- v1[,2] + } + ismesh <- any(class(x[[1]]), class(x)) %in% "mesh3d" + if(!ismesh & any(class(x)%in%c("neuron","neuronlist","mesh3d"))){ + if (invert){ + z <- subset(x,yy.cut) + } + }else if (ismesh){ + if (any(class(x)=="mesh3d")){ + z <- Morpho::cutMeshPlane(x, + v1=v1, v2=v2, v3=v3, + normal = NULL, keep.upper = invert) + }else if (any(class(x)=="neuronlist")){ + z <- nat::nlapply(x, Morpho::cutMeshPlane, + v1=v1, v2=v2, v3=v3, + normal = NULL, keep.upper = invert) + }else{ + z <- lapply(x, Morpho::cutMeshPlane, + v1=v1, v2=v2, v3=v3, + normal = NULL, keep.upper = invert) + } + }else{ + ydim <- intersect(colnames(x),c("Y","y"))[[1]] + if (invert){ + z <- x[x[,ydim]y.cut,] + } + } + z +} + +#' Read BANC euroglancer meshes, e.g., ROI meshes +#' +#' @param x the numeric identifier that specifies the mesh to read, defaults to \code{1} the BANC outline mesh. +#' @param url the URL that directs \code{bancr} to where BANC meshes are stored. +#' @return a mesh3d object for the specified mesh. +#' @export +#' @seealso \code{\link{read_banc_meshes}} +#' @examples +#' \dontrun{ +#' banc.mesh <- banc_read_neuroglancer_mesh() +#' } +banc_read_neuroglancer_mesh <- function(x = 1, + url="https://www.googleapis.com/storage/v1/b/zetta_lee_fly_cns_001_kisuk/o/final%2Fv2%2Fvolume_meshes%2Fmeshes%2F{x}%3A0.drc?alt=media&neuroglancer=610000b05b6497edcf20b78f29516970", + ...){ + completed_url <- glue::glue(url, x=x) + res <- httr::GET(completed_url, ...) + httr::stop_for_status(res) + bytes <- httr::content(res, as = "raw") + decode_neuroglancer_mesh(bytes) +} + +# convert cloudvolume python mesh to an R mesh3d object +# method vf just uses the vertex and face arrays +# ply writes out to Stanford ply format and reads back in again +cvmesh2mesh <- function(x, method=c('vf', 'ply'), ...) { + method=match.arg(method) + if(method=='vf') { + verts=t(x$vertices) + stopifnot(nrow(verts)==3) + faces=t(x$faces+1) + stopifnot(max(faces)<=ncol(verts)) + stopifnot(min(faces)>0) + stopifnot(nrow(faces)==3) + m=rgl::tmesh3d(vertices = verts, indices = faces, homogeneous = F) + } else { + bytes=x$to_ply() + tf=tempfile(fileext = paste0('.', method)) + on.exit(unlink(tf)) + writeBin(bytes, con = tf) + m=Rvcg::vcgPlyRead(tf, ...) + } + m +} + +# from package: malevnc +decode_neuroglancer_mesh <- function (bytes, format = c("mesh3d", "raw")) { + format = match.arg(format) + con = rawConnection(bytes) + on.exit(close(con)) + nverts = readBin(con, what = "int", size = 4, n = 1) + verts = readBin(con, what = "numeric", n = nverts * 3, size = 4) + nidxs = length(bytes)/4 - 1L - length(verts) + idx = readBin(con, what = "int", n = nidxs, size = 4) + if (format == "raw") { + structure(list(v = matrix(verts, ncol = 3, byrow = T), + i = matrix(idx, ncol = 3, byrow = T)), class = "ngmesh") + } + else { + rgl::tmesh3d(matrix(verts, nrow = 3, byrow = F), matrix(idx + + 1L, nrow = 3, byrow = F), homogeneous = F) + } +} + + + + diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/5268B7E0 b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/5268B7E0 new file mode 100644 index 0000000..24ea5dd --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/5268B7E0 @@ -0,0 +1,26 @@ +{ + "id": "5268B7E0", + "path": "~/projects/flyconnectome/bancr/R/urls.R", + "project_path": "R/urls.R", + "type": "r_source", + "hash": "0", + "contents": "", + "dirty": false, + "created": 1719274015815.0, + "source_on_save": true, + "relative_order": 5, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "76,77", + "scrollLine": "64" + }, + "folds": "", + "lastKnownWriteTime": 1719526647, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719526647125, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/5268B7E0-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/5268B7E0-contents new file mode 100644 index 0000000..51a6c53 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/5268B7E0-contents @@ -0,0 +1,104 @@ +#' Return a sample Neuroglancer scene URL for banc dataset +#' +#' @details See +#' \href{https://banc-reconstruction.slack.com/archives/C01RZP5JH9C/p1616522511001900}{banc +#' slack} for details. +#' +#' @param ids A set of root ids to include in the scene. Can also be a +#' data.frame. +#' @param open Whether to open the URL in your browser (see +#' \code{\link{browseURL}}) +#' @return A character vector containing a single Neuroglancer URL (invisibly +#' when \code{open=TRUE}). +#' @export +#' @importFrom utils browseURL +#' @examples +#' \dontrun{ +#' browseURL(banc_scene()) +#' banc_scene(open=T) +#' banc_scene("648518346498254576", open=T) +#' } +banc_scene <- function(ids=NULL, open=FALSE) { + url="https://spelunker.cave-explorer.org/#!middleauth+https://global.daf-apis.com/nglstate/api/v1/6283844278812672" + url=sub("#!middleauth+", "?", url, fixed = T) + parts=unlist(strsplit(url, "?", fixed = T)) + json=try(flywire_fetch(parts[2], token=banc_token(), return = 'text', cache = TRUE)) + if(inherits(json, 'try-error')) { + badtoken=paste0("You have a token but it doesn't seem to be authorised for banc.\n", + "Have you definitely used `banc_set_token()` to make a token for the banc dataset?") + if(grepl(500, json)) + stop("There seems to be a (temporary?) problem with the zetta server!") + else if(grepl(401, json)) + stop(badtoken) + + token=try(banc_token(), silent = T) + if(inherits(token, 'try-error')) + stop("It looks like you do not have a stored token. Please use `banc_set_token()` to make one.") + else + stop(badtoken) + } + u=ngl_encode_url(json, baseurl = parts[1]) + if(!is.null(ids)){ + fafbseg::ngl_segments(u) <- banc_ids(ids) + } + if(open) { + browseURL(u) + invisible(u) + } else (u) +} + +#' Choose or (temporarily) use the banc autosegmentation +#' +#' @details \code{bancr} inherits a significant amount of infrastructure from +#' the \code{\link{fafbseg}} package. This has the concept of the +#' \emph{active} autosegmentation, which in turn defines one or more R options +#' containing URIs pointing to voxel-wise segmentation, mesh etc data. These +#' are normally contained within a single neuroglancer URL which points to +#' multiple data layers. For banc this is the neuroglancer scene returned by +#' \code{\link{banc_scene}}. +#' @param set Whether or not to permanently set the banc autosegmentation as the +#' default for \code{\link{fafbseg}} functions. + +#' +#' @return If \code{set=TRUE} a list containing the previous values of the +#' relevant global options (in the style of \code{\link{options}}. If +#' \code{set=FALSE} a named list containing the option values. +#' @export +#' +#' @examples +#' \dontrun{ +#' choose_banc() +#' options()[grep("^fafbseg.*url", names(options()))] +#' } +choose_banc <- function(set=TRUE) { + fafbseg::choose_segmentation(banc_scene(), set=set, + moreoptions=list(fafbseg.cave.datastack_name=banc_datastack_name())) + fafbseg.cloudvolume.url <- getOption("fafbseg.cloudvolume.url") + fafbseg.cloudvolume.url <- gsub("middleauth\\+","",fafbseg.cloudvolume.url) + options(fafbseg.cloudvolume.url=fafbseg.cloudvolume.url) + invisible() +} + +#' @param expr An expression to evaluate while banc is the default +#' autosegmentation +#' @rdname choose_banc +#' @export +#' @examples +#' \donttest{ +#' with_banc(fafbseg::flywire_islatest('648518346498254576')) +#' } +#' \dontrun{ +#' with_banc(fafbseg::flywire_latestid('648518346498254576')) +#' with_banc(fafbseg::flywire_latestid('648518346494405175')) +#' } +with_banc <- function(expr) { + op <- choose_banc(set = TRUE) + on.exit(options(op)) + force(expr) +} + +banc_fetch <- function(url, token=banc_token(), ...) { + flywire_fetch(url, token=token, ...) +} + + diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/58A4EA03-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/58A4EA03-contents new file mode 100644 index 0000000..6d05f70 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/58A4EA03-contents @@ -0,0 +1,11 @@ +#' @keywords internal +#' @import fafbseg +#' @import nat.flybrains +#' @import bit64 +"_PACKAGE" + +# The following block is used by usethis to automatically manage +# roxygen namespace tags. Modify with care! +## usethis namespace: start +## usethis namespace: end +NULL diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/61E512DB-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/61E512DB-contents new file mode 100644 index 0000000..e69de29 diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/7A883E84 b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/7A883E84 new file mode 100644 index 0000000..aa4fa6a --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/7A883E84 @@ -0,0 +1,26 @@ +{ + "id": "7A883E84", + "path": "~/projects/flyconnectome/bancr/R/cave.R", + "project_path": "R/cave.R", + "type": "r_source", + "hash": "1420339189", + "contents": "", + "dirty": false, + "created": 1719525931279.0, + "source_on_save": false, + "relative_order": 6, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "20,54", + "scrollLine": "0" + }, + "folds": "", + "lastKnownWriteTime": 1719273721, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719273721, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/7A883E84-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/7A883E84-contents new file mode 100644 index 0000000..f3b2add --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/7A883E84-contents @@ -0,0 +1,42 @@ +#' Query banc tables in the CAVE annotation system +#' +#' @param ... Additional arguments passed to +#' \code{\link[fafbseg]{flywire_cave_query}} +#' @inheritParams banc_partner_summary +#' @inheritParams fafbseg::flywire_cave_query +#' +#' @return A data.frame +#' +#' @family banc-cave +#' @export +#' @seealso \code{\link[fafbseg]{flywire_cave_query}} +#' @examples +#' \donttest{ +#' nuclei_aug2021ver2=banc_cave_query(table = "nuclei_aug2021ver2") +#' head(neuron_somas_dec2022) +#' hist(neuron_somas_dec2022$volume) +#' hist(neuron_somas_dec2022$volume^(1/3)) +#' } +#' \dontrun{ +#' points3d(xyzmatrix(nuclei_aug2021ver2$pt_position)) +#' } +banc_cave_query <- function(table, datastack_name = NULL, live=TRUE, ...) { + if(is.null(datastack_name)) datastack_name=banc_datastack_name() + fafbseg::flywire_cave_query(table = table, datastack_name = datastack_name, live=live, ...) +} + +#' Low level access to banc's CAVE annotation infrastructure +#' +#' @return A reticulate R object wrapping the python CAVEclient. +#' @export +#' +#' @examples +#' \donttest{ +#' fcc=banc_cave_client() +#' tables=fcc$annotation$get_tables() +#' fcc$materialize$get_table_metadata(tables[1]) +#' } +banc_cave_client <- function() { + with_banc(flywire_cave_client()) +} + diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/80237963-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/80237963-contents new file mode 100644 index 0000000..e69de29 diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/8DDB197E-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/8DDB197E-contents new file mode 100644 index 0000000..e69de29 diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/9404C4DC-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/9404C4DC-contents new file mode 100644 index 0000000..e69de29 diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/A0DE2F7D b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/A0DE2F7D new file mode 100644 index 0000000..bbfb09e --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/A0DE2F7D @@ -0,0 +1,26 @@ +{ + "id": "A0DE2F7D", + "path": "~/projects/flyconnectome/bancr/R/cloudvolume.R", + "project_path": "R/cloudvolume.R", + "type": "r_source", + "hash": "3404310984", + "contents": "", + "dirty": false, + "created": 1719274733370.0, + "source_on_save": true, + "relative_order": 9, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "88,0", + "scrollLine": "50" + }, + "folds": "", + "lastKnownWriteTime": 1719893176, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719893176849, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/A0DE2F7D-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/A0DE2F7D-contents new file mode 100644 index 0000000..e322002 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/A0DE2F7D-contents @@ -0,0 +1,88 @@ +banc_cloudvolume <- function(...) { + cv<-fafbseg::flywire_cloudvolume(cloudvolume.url = banc_cloudvolume_url(), ...) + cv +} + +banc_cloudvolume_url <- function(set=TRUE) { + if(set){ + with_banc(getOption("fafbseg.cloudvolume.url")) + }else{ + fafbseg::choose_segmentation(banc_scene(), + set=FALSE, + moreoptions=list(fafbseg.cave.datastack_name=banc_datastack_name())) + fafbseg.cloudvolume.url <- getOption("fafbseg.cloudvolume.url") + gsub("middleauth\\+","",fafbseg.cloudvolume.url) + } +} + +# hidden +banc_api_url <- function(endpoint="") { + fafbseg:::flywire_api_url(endpoint=endpoint, + cloudvolume.url = banc_cloudvolume_url()) +} + + +#' Set the token to be used to authenticate to banc autosegmentation resources +#' +#' @param token An optional token string. When missing you are prompted to +#' generate a new token via your browser. +#' +#' @return The path to the token file (invisibly) +#' @export +banc_set_token <- function(token=NULL) { + # path=fafbseg::flywire_set_token(token=token, domain='cave.banc-fly.com') + path=flywire_set_token(token=token, domain = NULL) + # clear the token cache so the new one is immediately available + banc_token(cached=FALSE) + invisible(path) +} + +# hidden +banc_token <- function(cached=TRUE) { + # fafbseg::chunkedgraph_token(url='cave.banc-fly.com', cached = cached) + fafbseg::chunkedgraph_token(cached = cached) +} + +# hidden +banc_token_available <- function() { + !inherits(try(banc_token(), silent = TRUE), 'try-error') +} + +#' Print information about your banc setup including tokens and python modules +#' +#' @export +#' @seealso \code{\link{dr_fafbseg}} +#' @examples +#' \dontrun{ +#' dr_banc() +#' } +dr_banc <- function() { + banc_api_report() + cat("\n\n") + res = fafbseg:::py_report() + cat("\n") + try(fafbseg:::check_cloudvolume_reticulate(min_version = "3.12")) + invisible(res) +} + +# hidden +banc_api_report <- function() { + message("BANC Neuroglancer / CAVE API access\n----") + token=try(banc_token(cached = F), silent = FALSE) + if(inherits(token, "try-error")) { + FUN=if(requireNamespace('usethis', quietly = T)) usethis::ui_todo else message + FUN(paste('No valid banc API token found. Set your token by doing:\n', + "{ui_code('banc_set_token()')}")) + } else{ + cat("Valid banc API ChunkedGraph token is set!\n") + } + ff=dir(fafbseg:::cv_secretdir(), pattern = '-secret\\.json$') + if(length(ff)){ + cat(length(ff), "CloudVolume credential files available at\n", + fafbseg:::cv_secretdir(),"\n") + print(ff) + } + u=with_banc(fafbseg:::check_cloudvolume_url(set = F)) + cat("\nZetta cloudvolume URL:", u) +} + diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/A81C9D9A-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/A81C9D9A-contents new file mode 100644 index 0000000..e69de29 diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/AC8AAE72 b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/AC8AAE72 new file mode 100644 index 0000000..a0d20f4 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/AC8AAE72 @@ -0,0 +1,26 @@ +{ + "id": "AC8AAE72", + "path": "~/projects/flyconnectome/bancr/R/l2.R", + "project_path": "R/l2.R", + "type": "r_source", + "hash": "297419684", + "contents": "", + "dirty": false, + "created": 1719542321767.0, + "source_on_save": false, + "relative_order": 15, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "76,18", + "scrollLine": "52" + }, + "folds": "", + "lastKnownWriteTime": 1719542545, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719542545168, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/AC8AAE72-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/AC8AAE72-contents new file mode 100644 index 0000000..4d21de4 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/AC8AAE72-contents @@ -0,0 +1,81 @@ +#' Read L2 skeleton or dotprops for BANC neurons using fafbseg-py +#' +#' @description \code{banc_read_l2skel} reads one or more neurons as simplified +#' L2 skeletons. +#' +#' @description \code{banc_read_l2dp} reads one or more neurons as simplified +#' dotprops format. See \code{\link[fafbseg]{read_l2skel}}. +#' +#' @param dataset An optional CAVE dataset name (expert use only, by default +#' will choose the standard banc dataset). See details. +#' @inheritParams fafbseg::read_l2skel +#' +#' @details \code{banc_read_l2dp} uses a special data structure for rapid +#' download of the dotprops version of neurons required for NBLASTing. It +#' leverages the python navis / fafbseg-py packages and you will need to +#' install these, typically using the \code{\link[fafbseg]{simple_python}} +#' function. +#' +#' \code{banc_read_l2skel} treats the dataset argument a little differently +#' than \code{banc_read_l2dp} because it actually needs to identify two data sources +#' a CAVE data +#' +#' See \code{\link[fafbseg]{read_l2skel}} for additional details of +#' +#' @return a \code{\link{neuronlist}} containing one or more +#' \code{\link{neuron}} or \code{\link{dotprops}} objects. Note that neurons +#' will be calibrated in \code{nm} while dotprops will be calibrated in microns. +#' @export +#' +#' @examples +#' +#' \dontrun{ +#' # one time install of necessary python packages +#' fafbseg::simple_python(pkgs="fafbseg") +#' +#' dnp42=c("648518346507131167", "648518346485772414") +#' dnp42.latest=banc_latestid(dnp42) +#' dnp42.dps <- banc_read_l2dp(dnp42.latest) +#' +#' # plot those +#' nclear3d() +#' plot3d(dnp42.dps, lwd=3) +#' # nb dotprops are always in microns +#' wire3d(banc.surf/1e3, col='grey') +#' +#' nclear3d() +#' dnp42.skel <- banc_read_l2skel(dnp42.latest) +#' plot3d(dnp42.skel, lwd=2) +#' # nb neuron skeletons are in nm +#' wire3d(banc.surf, col='grey') +#' } +banc_read_l2dp <- function(id, OmitFailures=TRUE, dataset=NULL, ...) { + id=banc_ids(id) + if(is.null(dataset)) + dataset=with_banc(getOption("fafbseg.cave.datastack_name")) + fafbseg::read_l2dp(id, dataset=dataset, OmitFailures=OmitFailures, ...) +} + +#' @export +#' @rdname banc_read_l2dp +banc_read_l2skel <- function(id, OmitFailures=TRUE, dataset=NULL, ...) { + id=banc_ids(id) + # partial duplication of fafbseg::read_l2skel for older versions of fafbseg-py + fp=fafbseg:::check_fafbsegpy() + + if("set_default_dataset" %in% names(fp$flywire)) { + # new fafbseg-py, everything is simpler + return(with_banc(fafbseg::read_l2skel(id))) + } + # this used to work with banc and older fafbseg-py, but not sure if it still works ... + # manually set the cloudvolume url / cave datastack name + # see https://flyconnectome.slack.com/archives/C342Q3H4Y/p1694682637820519 + if(is.null(dataset)) { + ops=choose_banc(set=F) + fp$flywire$utils$FLYWIRE_URLS$banc = ops$fafbseg.cloudvolume.url + fp$flywire$utils$CAVE_DATASETS$banc = ops$fafbseg.cave.datastack_name + dataset="banc" + } + sk=fp$flywire$l2_skeleton(id, omit_failures = OmitFailures, dataset=dataset, ...) + fafbseg:::navis2nat_neuronlist(sk) +} diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/B442F840 b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/B442F840 new file mode 100644 index 0000000..37d6e89 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/B442F840 @@ -0,0 +1,26 @@ +{ + "id": "B442F840", + "path": "~/projects/flyconnectome/bancr/R/xform.R", + "project_path": "R/xform.R", + "type": "r_source", + "hash": "0", + "contents": "", + "dirty": false, + "created": 1719273900809.0, + "source_on_save": false, + "relative_order": 3, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "1,0", + "scrollLine": "0" + }, + "folds": "", + "lastKnownWriteTime": 1719940475, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719940475, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/B442F840-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/B442F840-contents new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/B442F840-contents @@ -0,0 +1 @@ + diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/BF654AC0 b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/BF654AC0 new file mode 100644 index 0000000..e2a2b04 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/BF654AC0 @@ -0,0 +1,24 @@ +{ + "id": "BF654AC0", + "path": "~/.Renviron", + "project_path": null, + "type": "sh", + "hash": "2292299951", + "contents": "", + "dirty": false, + "created": 1719499519508.0, + "source_on_save": false, + "relative_order": 16, + "properties": { + "source_window_id": "", + "Source": "Source" + }, + "folds": "", + "lastKnownWriteTime": 1714165626, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1714165626, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/BF654AC0-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/BF654AC0-contents new file mode 100644 index 0000000..b885492 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/BF654AC0-contents @@ -0,0 +1,39 @@ +# Don't convert text strings to factors with base read functions +options(stringsAsFactors = FALSE) +options(gargle_oauth_email = "ab2248@cam.ac.uk") +# R_COMPLETION=FALSEu +# R_LIBS=~/Rln -s /usr/bin/pip3.6 /usr/bin/pip +# TMPDIR=/tmp +R_MAX_VSIZE=1000Gb +R_TRAVIS_COM="rvUMXXfCMlEDzhLu16oadA" +BRAINMAPS_CLIENT_ID="838644154009-g0t4j1uhp9k71782tpsqn39853tnldub.apps.googleusercontent.com" +BRAINMAPS_CLIENT_SECRET="HGwYqf_t3nq8FJkLx5028tl7" +GITHUB_PAT="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" +#RETICULATE_PYTHON="/Users/abates/opt/miniconda3/envs/flywire_env/bin/python" # natverse +#RETICULATE_PYTHON="/Users/abates/.pyenv/versions/3.9.18/bin/python3.9" # keras +catmaid_server="https://neuropil.janelia.org/tracing/fafb/v14/" +catmaid_token="807b759c06f59874fad8a7a42f7ffee1535dd30c" +catmaid_authname="fl +catmaid_authpassword="superfly" +neuprint_token = "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJlbWFpbCI6ImFsZXhhbmRlci5zaGFrZWVsLmJhdGVzQGdtYWlsLmNvbSIsImxldmVsIjoicmVhZHdyaXRlIiwiaW1hZ2UtdXJsIjoiaHR0cHM6Ly9saDQuZ29vZ2xldXNlcmNvbnRlbnQuY29tLy1QeFVrTFZtbHdmcy9BQUFBQUFBQUFBSS9BQUFBQUFBQUFBQS9BQ0hpM3JleFZMeEI4Nl9FT1pmb0dyMnV0QjJBcFJSZlBRL3Bob3RvLmpwZz9zej01MD9zej01MCIsImV4cCI6MTc1OTYyMzIyM30.1Twq8uUU2GHkR8-gTUcHCE66KMRSLFN4oNBprLyGznc" +neuprint_server = 'https://neuprint.janelia.org/' +neuprint_dataset = "hemibrain:v1.2.1" +drvid.server = 'http://emdata4.int.janelia.org:8900' +drvid.node = "a0df" +hemibrainr_ghseets_api_key = "AIzaSyDHRyx8Z8zHtV1q00of_E37irn57h2cvCE" +hemibrainr_clientid = "471408385320-47r205m5d0h8k0qpta8f4o6mr7lnmja3.apps.googleusercontent.com" +hemibrainr_secret = "wyLDdekQS-LTM_dqdbFcQguo" +fafbseg.cloudvolume.url="graphene://https://prodv1.flywire-daf.com/segmentation_proc/table/fly_v31" +FLYTABLE_TOKEN='0ef1797b1bff98471d6a7f5341a59d37442d79d1' +braincircuits_token='X7QOFWcuDZmRrqr2OKnAi5JWA61INpqGCzeEWoSvnoY' +braincircuits_email="alexander.shakeel.bates@gmail.com" +braincircuits_password="dcv_extra" +#GGMAP_GOOGLE_API_KEY=AIzaSyDuBVQzX0Vujp7XcQKyTOjit9xi_a8srjs +CENSUS_API_KEY='9774f8895eeb1e3d32ad7e90e7c287b8d1eeab39' +SLACK_TOKEN='xapp-1-A01DA91D2FJ-2177922342501-baf00fa78174469044ce1657d136e7a87584a7fd600cd88f3cc481d859bbe4a8' +SLACK_USERNAME='hemibrainr' +SLACK_CHANNEL='#logs' +SLACK_INCOMING_WEBHOOK_URL='https://hooks.slack.com/services/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' +plotly_username="as_bates" +plotly_api_key="EOqwrNuhZqWUIwRjtdQS" +ORCID_TOKEN="9d8269d6-0b2c-4855-bb56-3c051603de37" diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/CA044F6B b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/CA044F6B new file mode 100644 index 0000000..cb4e275 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/CA044F6B @@ -0,0 +1,27 @@ +{ + "id": "CA044F6B", + "path": "~/projects/flyconnectome/bancr/R/cave-tables.R", + "project_path": "R/cave-tables.R", + "type": "r_source", + "hash": "475732093", + "contents": "", + "dirty": false, + "created": 1719538047516.0, + "source_on_save": true, + "relative_order": 13, + "properties": { + "tempName": "Untitled1", + "source_window_id": "", + "Source": "Source", + "cursorPosition": "29,16", + "scrollLine": "0" + }, + "folds": "", + "lastKnownWriteTime": 1719539591, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719539591957, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/CA044F6B-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/CA044F6B-contents new file mode 100644 index 0000000..40ce682 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/CA044F6B-contents @@ -0,0 +1,159 @@ +#' Read BANC CAVE-tables, good sources of metadata +#' +#' @param select A regex term for the name of the table you want +#' @param datastack_name Defaults to "brain_and_nerve_cord". See https://global.daf-apis.com/info/ for other options. +#' @param rootids Character vector specifying one or more BANC rootids. +#' For some functions, if rootids is \code{NULL}, then logical is trturned, +#' e.g \code{banc_neck_connective_neurons} will let you know if the query is in the +#' neck connective or not. +#' As a convenience for flywire_partner_summary this argument is passed to \code{fafbseg::flywire_ids} allowing you to pass in data.frames, +#' flywire URLs or cell type queries. +#' @param flywire_nuclei Ids from the nucleus table to return (optional, NB only one of rootids and nucleus_ids can be provided). +#' @param table Possible alternative tables for the sort of data frame the function returns. One must be chosen. +#' @param rawcoords Whether to return coordinates in raw form rather than nm (default \code{FALSE}). +#' @param ... Additional arguments passed to +#' \code{fafbseg::\link{flywire_cave_query}} +#' +#' @return A \code{data.frame} describing a CAVE-table related to the BANC project. +#' In the case of \code{banc_cave_tables}, a vector is returned containng the names of +#' all queryable cave tables. +#' +#' @seealso \code{fafbseg::\link{flywire_cave_query}} +#' +#' @export +#' @examples +#' \donttest{ +#' all_banc_soma_positions <- banc_nuclei() +#' points3d(nat::xyzmatrix(all_banc_soma_positions)) +#' } +#' +banc_cave_tables <- function(datastack_name = getOption("fafbseg.cave.datastack_name"), select = NULL){ + fac = flywire_cave_client(datastack_name = datastack_name) + dsinfo = fac$info$get_datastack_info() + if (!is.null(dsinfo$soma_table)) + return(dsinfo$soma_table) + tt = fac$annotation$get_tables() + if(!is.null(select)){ + chosen_tables <- grep(select, tt) + if (length(chosen_tables) == 0) + stop(sprintf("I cannot find a '%s' table for datastack: ", select), + datastack_name, "\nPlease ask for help on #annotation_infrastructure https://flywire-forum.slack.com/archives/C01M4LP2Y2D") + if (length(chosen_tables) == 1) + return(tt[chosen_tables]) + chosen = tt[rev(chosen_tables)[1]] + warning(sprintf("Multiple candidate '%s' tables. Choosing: ", select), + chosen) + return(chosen) + }else{ + return(tt) + } +} + +#' @export +banc_nuclei <- function (rootids = NULL, + nucleus_ids = NULL, + table = c("somas_v1b","somas_v1a"), + rawcoords = FALSE, + ...) { + table = match.arg(table) + if (!is.null(rootids) & !is.null(nucleus_ids)) + stop("You must supply only one of rootids or nucleus_ids!") + res <- if (is.null(rootids) && is.null(nucleus_ids)) + flywire_cave_query(table = table , ...) + else if (!is.null(rootids)) { + rootids = flywire_ids(rootids) + nuclei <- if (length(rootids) < 200) { + rid = paste(rootids, collapse = ",") + ridq = reticulate::py_eval(sprintf("{\"pt_root_id\": [%s]}", + rid), convert = F) + flywire_cave_query(table = table, + filter_in_dict = ridq, ...) + } + else { + flywire_cave_query(table = table, + live = F, ...) + } + if (nrow(nuclei) == 0) + return(nuclei) + nuclei <- nuclei %>% right_join(data.frame(pt_root_id = as.integer64(rootids)), + by = "pt_root_id") %>% select(colnames(nuclei)) + if (length(rootids) < 200) { + nuclei + } + else { + nuclei %>% mutate(pt_root_id = flywire_updateids(.data$pt_root_id, + svids = .data$pt_supervoxel_id)) + } + }else { + nid = paste(nucleus_ids, collapse = ",") + nidq = reticulate::py_eval(sprintf("{\"id\": [%s]}", + nid), convert = F) + nuclei = flywire_cave_query(table = nucleus_table_name(), + filter_in_dict = nidq, ...) + nuclei %>% right_join(data.frame(id = nucleus_ids), by = "id") %>% + select(colnames(nuclei)) + } + res + # apply coordinate transform + # res <- standard_nuclei(res) + if (isFALSE(rawcoords)) + res + else { + res %>% dplyr::mutate(across(ends_with("position"), function(x) xyzmatrix2str(flywire_nm2raw(x)))) + } +} + +#' @export +banc_cell_info <- function(rootids = NULL){ + table <- "cell_info" + get_cave_table_data(table) +} + +#' @export +banc_cell_ids <- function(rootids = NULL){ + table <- "cell_ids" + get_cave_table_data(table) +} + +#' @export +banc_neck_connective_neurons <- function(rootids = NULL, + table = c("neck_connective_y92500", "neck_connective_y121000")){ + table = match.arg(table) + get_cave_table_data(table) +} + +#' @export +banc_peripheral_nerves <- function(rootids = NULL){ + table = "peripheral_nerves" + get_cave_table_data(table) +} + +#' @export +banc_backbone_proofread <- function(rootids = NULL){ + table = "backbone_proofread" + get_cave_table_data(table) +} + +# hidden +get_cave_table_data <- function(table){ + if (!is.null(rootids)) { + rootids = flywire_ids(rootids) + df <- if (length(rootids) < 200) { + rid = paste(rootids, collapse = ",") + ridq = reticulate::py_eval(sprintf("{\"pt_root_id\": [%s]}", + rid), convert = F) + fafbseg::flywire_cave_query(table = table, + filter_in_dict = ridq, ...) + } else { + fafbseg::flywire_cave_query(table = table, + live = F, ...) + } + }else{ + df <- fafbseg::flywire_cave_query(table = table , ...) + } + df +} + + + + diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/D7313506 b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/D7313506 new file mode 100644 index 0000000..9cd846b --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/D7313506 @@ -0,0 +1,27 @@ +{ + "id": "D7313506", + "path": "~/projects/flyconnectome/bancr/data/Untitled.R", + "project_path": "data/Untitled.R", + "type": "r_source", + "hash": "0", + "contents": "", + "dirty": false, + "created": 1719891658142.0, + "source_on_save": false, + "relative_order": 7, + "properties": { + "tempName": "Untitled1", + "source_window_id": "", + "Source": "Source", + "cursorPosition": "10,0", + "scrollLine": "0" + }, + "folds": "", + "lastKnownWriteTime": 1719936409, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719936409089, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/D7313506-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/D7313506-contents new file mode 100644 index 0000000..cd53d68 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/D7313506-contents @@ -0,0 +1,10 @@ +# a = malevnc:::read_neuroglancer_mesh("https://spelunker.cave-explorer.org/#!middleauth+https://global.daf-apis.com/nglstate/api/v1/5745250447392768") +# +# +# res <- httr::GET("https://www.googleapis.com/storage/v1/b/zetta_lee_fly_cns_001_kisuk/o/final%2Fv2%2Fvolume_meshes%2Fmeshes%2F1%3A0.drc?alt=media&neuroglancer=610000b05b6497edcf20b78f29516970") +# httr::stop_for_status(res) +# bytes <- httr::content(res, as = "raw") +# m <- decode_neuroglancer_mesh(bytes) +# +# +# "precomputed://gs://zetta_lee_fly_cns_001_kisuk/final/v2/volume_meshes" diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/E44F2438 b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/E44F2438 new file mode 100644 index 0000000..0d2615a --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/E44F2438 @@ -0,0 +1,26 @@ +{ + "id": "E44F2438", + "path": "~/projects/flyconnectome/bancr/DESCRIPTION", + "project_path": "DESCRIPTION", + "type": "dcf", + "hash": "0", + "contents": "", + "dirty": false, + "created": 1719892733103.0, + "source_on_save": false, + "relative_order": 11, + "properties": { + "source_window_id": "", + "Source": "Source", + "cursorPosition": "11,41", + "scrollLine": "0" + }, + "folds": "", + "lastKnownWriteTime": 1719940358, + "encoding": "UTF-8", + "collab_server": "", + "source_window": "", + "last_content_update": 1719940358, + "read_only": false, + "read_only_alternatives": [] +} \ No newline at end of file diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/E44F2438-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/E44F2438-contents new file mode 100644 index 0000000..a26c645 --- /dev/null +++ b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/E44F2438-contents @@ -0,0 +1,55 @@ +Type: Package +Package: bancr +Title: Support Access to the Brain And Nerve Cord (BANC) Dataset +Version: 0.1.0 +Authors@R: + person(given = "Alexnder", + family = "Bates", + role = c("aut", "cre"), + email = "alexander.shakeel.bates@gmail.com", + comment = c(ORCID = "0000-0002-1195-0445")) +Description: Access to the BANC 'righty' EM dataset, focussing on support for + BANC autosegmentation. Organised as a wrapper around the fafbseg + package. +License: GPL-3 +URL: https://github.com/flyconnectome/bancr +BugReports: https://github.com/flyconnectome/bancr/issues +Depends: + R (>= 2.10), + fafbseg (>= 0.13.0.9100), + Morpho, + nat.flybrains +Imports: + nat, + nat.templatebrains, + bit64, + httr, + jsonlite, + pbapply, + dplyr, + glue, + DBI, + RSQLite, + readr, + checkmate +Suggests: + testthat (>= 3.0.0), + reticulate, + readobj, + Rvcg, + Morpo, + usethis, + rmarkdown, + spelling, + arrow +Remotes: + natverse/nat, + natverse/fafbseg, + natverse/nat.flybrains, + natverse/nat.templatebrains +Config/testthat/edition: 3 +Encoding: UTF-8 +Language: en-GB +LazyData: true +Roxygen: list(markdown = TRUE) +RoxygenNote: 7.3.2 diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/FDDD8D6F-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/FDDD8D6F-contents new file mode 100644 index 0000000..e69de29 diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/FEDF79C5-contents b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/FEDF79C5-contents new file mode 100644 index 0000000..e69de29 diff --git a/.Rproj.user/CFBDAB7C/sources/session-964ADB76/lock_file b/.Rproj.user/CFBDAB7C/sources/session-964ADB76/lock_file new file mode 100644 index 0000000..e69de29 diff --git a/.Rproj.user/shared/notebooks/patch-chunk-names b/.Rproj.user/shared/notebooks/patch-chunk-names new file mode 100644 index 0000000..e69de29 diff --git a/.Rproj.user/shared/notebooks/paths b/.Rproj.user/shared/notebooks/paths new file mode 100644 index 0000000..7c65962 --- /dev/null +++ b/.Rproj.user/shared/notebooks/paths @@ -0,0 +1,5 @@ +/Users/abates/projects/flyconnectome/bancr/DESCRIPTION="70BB8562" +/Users/abates/projects/flyconnectome/bancr/R/cave-tables.R="8E952E14" +/Users/abates/projects/flyconnectome/bancr/R/fancr-package.R="9C6BF8FF" +/Users/abates/projects/flyconnectome/bancr/R/synapses.R="3286FF28" +/Users/abates/projects/flyconnectome/bancr/data/Untitled.R="C84CD7E2" diff --git a/.github/.gitignore b/.github/.gitignore new file mode 100644 index 0000000..2d19fc7 --- /dev/null +++ b/.github/.gitignore @@ -0,0 +1 @@ +*.html diff --git a/.github/SUPPORT.md b/.github/SUPPORT.md new file mode 100644 index 0000000..04a0b1b --- /dev/null +++ b/.github/SUPPORT.md @@ -0,0 +1,54 @@ +# Getting help with bancr + +Thanks for using bancr. We're sorry if you're having trouble, but don't worry, +we're here to help! To get help as quickly as possible, please read the following: + +## Search +The first thing is to see if anyone has had your problem before: + +* Search the [nat-user google group](https://groups.google.com/forum/#!forum/nat-user). +* Search GitHub for [_issues_ with the bancr package](https://github.com/natverse/banc/issues). +* Search GitHub for [issues across the whole natverse](https://github.com/search?q=user%3Anatverse&type=Issues) in case + the problem is with a related package. You can add your own terms to the search + in the search box in the top left of that page. + +If that solves your problem, then great! + +## Known Problems +If you need more help with a known problem: + +* If you found a relevant thread on the [nat-user google group](https://groups.google.com/forum/#!forum/nat-user): + please reply to that. +* If you found a GitHub issue: + please reply to that with more details or just _like_ it (click on the emoji button and add a thumbs up) to let us know you're having trouble too. You'll need to a GitHub login for this. +* If you're not sure: + ask a new question on the [nat-user google group](https://groups.google.com/forum/#!forum/nat-user) + linking to what you have found. + + +## New Problems +If it looks like a new problem then: + +* If you just have a question: + please ask the [nat-user google group](https://groups.google.com/forum/#!forum/nat-user). +* If you need to report a *new* bug: + please [file an issue](https://github.com/natverse/banc/issues/new). +* If you're not sure: + please just ask the [nat-user google group](https://groups.google.com/forum/#!forum/nat-user)! If your + problem _is_ a bug or a feature request, you can easily return here and + report it - and we may be able to point you to an existing report or workaround. + +## Good Questions and Bug Reports + +* Be specific +* Include the code that triggered the problem +* If at all possible, make a minimal **repr**oducible **ex**ample (a *reprex*) + +It will be much easier for us to help if we can run a *reprex* on +our own machine without your data. You might want to use sample data +from a nat package to help, or refer to publicly available data online. +You can use the [reprex](https://reprex.tidyverse.org/) package to help +prepare a reprex. Read the [Get help!](https://www.tidyverse.org/help/) +section of the tidyverse site for more information. + +*Thanks for your help!* diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml new file mode 100644 index 0000000..4e20491 --- /dev/null +++ b/.github/workflows/R-CMD-check.yaml @@ -0,0 +1,80 @@ +# For help debugging build failures open an issue on the RStudio community with the 'github-actions' tag. +# https://community.rstudio.com/new-topic?category=Package%20development&tags=github-actions +on: + push: + branches: + - main + - master + pull_request: + branches: + - main + - master + +name: R-CMD-check + +jobs: + R-CMD-check: + runs-on: ubuntu-latest + env: + R_REMOTES_NO_ERRORS_FROM_WARNINGS: true + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} + CHUNKEDGRAPH_SECRET: ${{ secrets.CHUNKEDGRAPH_SECRET }} + CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }} + FLYTABLE_TOKEN: ${{ secrets.FLYTABLE_TOKEN }} + RETICULATE_MINICONDA_PYTHON_VERSION: 3.8 + RGL_USE_NULL: TRUE + _R_CHECK_DONTTEST_EXAMPLES_: FALSE + _R_CHECK_TESTS_NLINES_: 0 + _R_CHECK_CRAN_INCOMING_REMOTE_: false + + steps: + - uses: actions/checkout@v3 + + - uses: r-lib/actions/setup-r@v2 + with: + use-public-rspm: true + + - uses: r-lib/actions/setup-pandoc@v2 + + - uses: r-lib/actions/setup-r-dependencies@v2 + with: + extra-packages: any::rcmdcheck, any::pkgdown, catmaid=natverse/rcatmaid + needs: check + + - name: Fix Conda permissions on macOS + if: runner.os == 'macOS' + run: sudo chown -R $UID $CONDA + + - name: Install fafbseg + python + run: | + pak::local_install() + library(fafbseg) + simple_python() + dr_fafbseg() + shell: Rscript {0} + + - name: writetoken + run: fafbseg::flywire_set_token(token=Sys.getenv("CHUNKEDGRAPH_SECRET")) + shell: Rscript {0} + + - uses: r-lib/actions/check-r-package@v2 + + - name: Upload check results + if: failure() + uses: actions/upload-artifact@main + with: + name: ${{ runner.os }}-r${{ matrix.config.r }}-results + path: check + + - name: Upload check log results + if: failure() + uses: actions/upload-artifact@v2 + with: + name: ${{ matrix.config.tag }}-results + path: ${{ github.event.repository.name }}.Rcheck/00check.log + + - name: Test coverage + # if: runner.os == 'macOS' + if: ${{ runner.os == 'Linux' && matrix.config.r == 'release'}} + run: covr::codecov(errorsAreFatal=FALSE) + shell: Rscript {0} diff --git a/DESCRIPTION b/DESCRIPTION new file mode 100644 index 0000000..a26c645 --- /dev/null +++ b/DESCRIPTION @@ -0,0 +1,55 @@ +Type: Package +Package: bancr +Title: Support Access to the Brain And Nerve Cord (BANC) Dataset +Version: 0.1.0 +Authors@R: + person(given = "Alexnder", + family = "Bates", + role = c("aut", "cre"), + email = "alexander.shakeel.bates@gmail.com", + comment = c(ORCID = "0000-0002-1195-0445")) +Description: Access to the BANC 'righty' EM dataset, focussing on support for + BANC autosegmentation. Organised as a wrapper around the fafbseg + package. +License: GPL-3 +URL: https://github.com/flyconnectome/bancr +BugReports: https://github.com/flyconnectome/bancr/issues +Depends: + R (>= 2.10), + fafbseg (>= 0.13.0.9100), + Morpho, + nat.flybrains +Imports: + nat, + nat.templatebrains, + bit64, + httr, + jsonlite, + pbapply, + dplyr, + glue, + DBI, + RSQLite, + readr, + checkmate +Suggests: + testthat (>= 3.0.0), + reticulate, + readobj, + Rvcg, + Morpo, + usethis, + rmarkdown, + spelling, + arrow +Remotes: + natverse/nat, + natverse/fafbseg, + natverse/nat.flybrains, + natverse/nat.templatebrains +Config/testthat/edition: 3 +Encoding: UTF-8 +Language: en-GB +LazyData: true +Roxygen: list(markdown = TRUE) +RoxygenNote: 7.3.2 diff --git a/LICENSE.md b/LICENSE.md new file mode 100644 index 0000000..175443c --- /dev/null +++ b/LICENSE.md @@ -0,0 +1,595 @@ +GNU General Public License +========================== + +_Version 3, 29 June 2007_ +_Copyright © 2007 Free Software Foundation, Inc. <>_ + +Everyone is permitted to copy and distribute verbatim copies of this license +document, but changing it is not allowed. + +## Preamble + +The GNU General Public License is a free, copyleft license for software and other +kinds of works. + +The licenses for most software and other practical works are designed to take away +your freedom to share and change the works. By contrast, the GNU General Public +License is intended to guarantee your freedom to share and change all versions of a +program--to make sure it remains free software for all its users. We, the Free +Software Foundation, use the GNU General Public License for most of our software; it +applies also to any other work released this way by its authors. You can apply it to +your programs, too. + +When we speak of free software, we are referring to freedom, not price. Our General +Public Licenses are designed to make sure that you have the freedom to distribute +copies of free software (and charge for them if you wish), that you receive source +code or can get it if you want it, that you can change the software or use pieces of +it in new free programs, and that you know you can do these things. + +To protect your rights, we need to prevent others from denying you these rights or +asking you to surrender the rights. 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No Surrender of Others' Freedom + +If conditions are imposed on you (whether by court order, agreement or otherwise) +that contradict the conditions of this License, they do not excuse you from the +conditions of this License. If you cannot convey a covered work so as to satisfy +simultaneously your obligations under this License and any other pertinent +obligations, then as a consequence you may not convey it at all. For example, if you +agree to terms that obligate you to collect a royalty for further conveying from +those to whom you convey the Program, the only way you could satisfy both those terms +and this License would be to refrain entirely from conveying the Program. + +### 13. 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If the Program specifies that +a certain numbered version of the GNU General Public License “or any later +version” applies to it, you have the option of following the terms and +conditions either of that numbered version or of any later version published by the +Free Software Foundation. If the Program does not specify a version number of the GNU +General Public License, you may choose any version ever published by the Free +Software Foundation. + +If the Program specifies that a proxy can decide which future versions of the GNU +General Public License can be used, that proxy's public statement of acceptance of a +version permanently authorizes you to choose that version for the Program. + +Later license versions may give you additional or different permissions. However, no +additional obligations are imposed on any author or copyright holder as a result of +your choosing to follow a later version. + +### 15. 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Limitation of Liability + +IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING WILL ANY +COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS THE PROGRAM AS +PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY GENERAL, SPECIAL, +INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OR INABILITY TO USE THE +PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF DATA OR DATA BEING RENDERED INACCURATE +OR LOSSES SUSTAINED BY YOU OR THIRD PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE +WITH ANY OTHER PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE +POSSIBILITY OF SUCH DAMAGES. + +### 17. Interpretation of Sections 15 and 16 + +If the disclaimer of warranty and limitation of liability provided above cannot be +given local legal effect according to their terms, reviewing courts shall apply local +law that most closely approximates an absolute waiver of all civil liability in +connection with the Program, unless a warranty or assumption of liability accompanies +a copy of the Program in return for a fee. + +_END OF TERMS AND CONDITIONS_ + +## How to Apply These Terms to Your New Programs + +If you develop a new program, and you want it to be of the greatest possible use to +the public, the best way to achieve this is to make it free software which everyone +can redistribute and change under these terms. + +To do so, attach the following notices to the program. It is safest to attach them +to the start of each source file to most effectively state the exclusion of warranty; +and each file should have at least the “copyright” line and a pointer to +where the full notice is found. + + + Copyright (C) + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + +Also add information on how to contact you by electronic and paper mail. + +If the program does terminal interaction, make it output a short notice like this +when it starts in an interactive mode: + + Copyright (C) + This program comes with ABSOLUTELY NO WARRANTY; for details type 'show w'. + This is free software, and you are welcome to redistribute it + under certain conditions; type 'show c' for details. + +The hypothetical commands `show w` and `show c` should show the appropriate parts of +the General Public License. Of course, your program's commands might be different; +for a GUI interface, you would use an “about box”. + +You should also get your employer (if you work as a programmer) or school, if any, to +sign a “copyright disclaimer” for the program, if necessary. For more +information on this, and how to apply and follow the GNU GPL, see +<>. + +The GNU General Public License does not permit incorporating your program into +proprietary programs. If your program is a subroutine library, you may consider it +more useful to permit linking proprietary applications with the library. If this is +what you want to do, use the GNU Lesser General Public License instead of this +License. But first, please read +<>. diff --git a/NAMESPACE b/NAMESPACE new file mode 100644 index 0000000..49567f2 --- /dev/null +++ b/NAMESPACE @@ -0,0 +1,43 @@ +# Generated by roxygen2: do not edit by hand + +export(banc_all_synapses) +export(banc_backbone_proofread) +export(banc_cave_client) +export(banc_cave_query) +export(banc_cave_tables) +export(banc_cell_ids) +export(banc_cell_info) +export(banc_cellid_from_segid) +export(banc_change_log) +export(banc_decapitate) +export(banc_ids) +export(banc_islatest) +export(banc_latestid) +export(banc_leaves) +export(banc_neck_connective_neurons) +export(banc_nm2raw) +export(banc_nuclei) +export(banc_partner_summary) +export(banc_partners) +export(banc_peripheral_nerves) +export(banc_raw2nm) +export(banc_read_l2dp) +export(banc_read_l2skel) +export(banc_read_neuroglancer_mesh) +export(banc_read_nuclei_mesh) +export(banc_rootid) +export(banc_scene) +export(banc_segid_from_cellid) +export(banc_set_token) +export(banc_voxdims) +export(banc_xyz2id) +export(choose_banc) +export(dr_banc) +export(read_banc_meshes) +export(with_banc) +import(bit64) +import(fafbseg) +import(nat.flybrains) +importFrom(nat,xyzmatrix) +importFrom(pbapply,pbsapply) +importFrom(utils,browseURL) diff --git a/NEWS.md b/NEWS.md new file mode 100644 index 0000000..0342368 --- /dev/null +++ b/NEWS.md @@ -0,0 +1,24 @@ +# bancr 0.4.0 + +* Update spine URL for `banc4to3()` to cope with server move (#5, @jefferis) +* banc surf mesh by @dokato in https://github.com/flyconnectome/bancr/pull/4 +* banc to manc registration added by @dokato in https://github.com/flyconnectome/bancr/pull/3 + +## New Contributors +* @dokato made their first contribution in https://github.com/flyconnectome/bancr/pull/4 + +**Full Changelog**: https://github.com/flyconnectome/bancr/compare/v0.3.0...v0.4.0 + +# bancr 0.3.0 + +* switch to CAVE infrastructure rather than Zetta. See https://global.daf-apis.com/info/ (#1) +* includes update return format for `banc_change_log()` + +You may find that you need to generate a new token with `banc_set_token()` + +# bancr 0.2.0 + +* Fast `banc_xyz2id()` mapping using Itanna (spine) services (now thousands per second rather than 10s) +* Added `banc_change_log()` +* Added `dr_banc()` function +* Added a `NEWS.md` file to track changes to the package. diff --git a/R/bancr-package.R b/R/bancr-package.R new file mode 100644 index 0000000..6d05f70 --- /dev/null +++ b/R/bancr-package.R @@ -0,0 +1,11 @@ +#' @keywords internal +#' @import fafbseg +#' @import nat.flybrains +#' @import bit64 +"_PACKAGE" + +# The following block is used by usethis to automatically manage +# roxygen namespace tags. Modify with care! +## usethis namespace: start +## usethis namespace: end +NULL diff --git a/R/cave-tables.R b/R/cave-tables.R new file mode 100644 index 0000000..40ce682 --- /dev/null +++ b/R/cave-tables.R @@ -0,0 +1,159 @@ +#' Read BANC CAVE-tables, good sources of metadata +#' +#' @param select A regex term for the name of the table you want +#' @param datastack_name Defaults to "brain_and_nerve_cord". See https://global.daf-apis.com/info/ for other options. +#' @param rootids Character vector specifying one or more BANC rootids. +#' For some functions, if rootids is \code{NULL}, then logical is trturned, +#' e.g \code{banc_neck_connective_neurons} will let you know if the query is in the +#' neck connective or not. +#' As a convenience for flywire_partner_summary this argument is passed to \code{fafbseg::flywire_ids} allowing you to pass in data.frames, +#' flywire URLs or cell type queries. +#' @param flywire_nuclei Ids from the nucleus table to return (optional, NB only one of rootids and nucleus_ids can be provided). +#' @param table Possible alternative tables for the sort of data frame the function returns. One must be chosen. +#' @param rawcoords Whether to return coordinates in raw form rather than nm (default \code{FALSE}). +#' @param ... Additional arguments passed to +#' \code{fafbseg::\link{flywire_cave_query}} +#' +#' @return A \code{data.frame} describing a CAVE-table related to the BANC project. +#' In the case of \code{banc_cave_tables}, a vector is returned containng the names of +#' all queryable cave tables. +#' +#' @seealso \code{fafbseg::\link{flywire_cave_query}} +#' +#' @export +#' @examples +#' \donttest{ +#' all_banc_soma_positions <- banc_nuclei() +#' points3d(nat::xyzmatrix(all_banc_soma_positions)) +#' } +#' +banc_cave_tables <- function(datastack_name = getOption("fafbseg.cave.datastack_name"), select = NULL){ + fac = flywire_cave_client(datastack_name = datastack_name) + dsinfo = fac$info$get_datastack_info() + if (!is.null(dsinfo$soma_table)) + return(dsinfo$soma_table) + tt = fac$annotation$get_tables() + if(!is.null(select)){ + chosen_tables <- grep(select, tt) + if (length(chosen_tables) == 0) + stop(sprintf("I cannot find a '%s' table for datastack: ", select), + datastack_name, "\nPlease ask for help on #annotation_infrastructure https://flywire-forum.slack.com/archives/C01M4LP2Y2D") + if (length(chosen_tables) == 1) + return(tt[chosen_tables]) + chosen = tt[rev(chosen_tables)[1]] + warning(sprintf("Multiple candidate '%s' tables. Choosing: ", select), + chosen) + return(chosen) + }else{ + return(tt) + } +} + +#' @export +banc_nuclei <- function (rootids = NULL, + nucleus_ids = NULL, + table = c("somas_v1b","somas_v1a"), + rawcoords = FALSE, + ...) { + table = match.arg(table) + if (!is.null(rootids) & !is.null(nucleus_ids)) + stop("You must supply only one of rootids or nucleus_ids!") + res <- if (is.null(rootids) && is.null(nucleus_ids)) + flywire_cave_query(table = table , ...) + else if (!is.null(rootids)) { + rootids = flywire_ids(rootids) + nuclei <- if (length(rootids) < 200) { + rid = paste(rootids, collapse = ",") + ridq = reticulate::py_eval(sprintf("{\"pt_root_id\": [%s]}", + rid), convert = F) + flywire_cave_query(table = table, + filter_in_dict = ridq, ...) + } + else { + flywire_cave_query(table = table, + live = F, ...) + } + if (nrow(nuclei) == 0) + return(nuclei) + nuclei <- nuclei %>% right_join(data.frame(pt_root_id = as.integer64(rootids)), + by = "pt_root_id") %>% select(colnames(nuclei)) + if (length(rootids) < 200) { + nuclei + } + else { + nuclei %>% mutate(pt_root_id = flywire_updateids(.data$pt_root_id, + svids = .data$pt_supervoxel_id)) + } + }else { + nid = paste(nucleus_ids, collapse = ",") + nidq = reticulate::py_eval(sprintf("{\"id\": [%s]}", + nid), convert = F) + nuclei = flywire_cave_query(table = nucleus_table_name(), + filter_in_dict = nidq, ...) + nuclei %>% right_join(data.frame(id = nucleus_ids), by = "id") %>% + select(colnames(nuclei)) + } + res + # apply coordinate transform + # res <- standard_nuclei(res) + if (isFALSE(rawcoords)) + res + else { + res %>% dplyr::mutate(across(ends_with("position"), function(x) xyzmatrix2str(flywire_nm2raw(x)))) + } +} + +#' @export +banc_cell_info <- function(rootids = NULL){ + table <- "cell_info" + get_cave_table_data(table) +} + +#' @export +banc_cell_ids <- function(rootids = NULL){ + table <- "cell_ids" + get_cave_table_data(table) +} + +#' @export +banc_neck_connective_neurons <- function(rootids = NULL, + table = c("neck_connective_y92500", "neck_connective_y121000")){ + table = match.arg(table) + get_cave_table_data(table) +} + +#' @export +banc_peripheral_nerves <- function(rootids = NULL){ + table = "peripheral_nerves" + get_cave_table_data(table) +} + +#' @export +banc_backbone_proofread <- function(rootids = NULL){ + table = "backbone_proofread" + get_cave_table_data(table) +} + +# hidden +get_cave_table_data <- function(table){ + if (!is.null(rootids)) { + rootids = flywire_ids(rootids) + df <- if (length(rootids) < 200) { + rid = paste(rootids, collapse = ",") + ridq = reticulate::py_eval(sprintf("{\"pt_root_id\": [%s]}", + rid), convert = F) + fafbseg::flywire_cave_query(table = table, + filter_in_dict = ridq, ...) + } else { + fafbseg::flywire_cave_query(table = table, + live = F, ...) + } + }else{ + df <- fafbseg::flywire_cave_query(table = table , ...) + } + df +} + + + + diff --git a/R/cave.R b/R/cave.R new file mode 100644 index 0000000..f3b2add --- /dev/null +++ b/R/cave.R @@ -0,0 +1,42 @@ +#' Query banc tables in the CAVE annotation system +#' +#' @param ... Additional arguments passed to +#' \code{\link[fafbseg]{flywire_cave_query}} +#' @inheritParams banc_partner_summary +#' @inheritParams fafbseg::flywire_cave_query +#' +#' @return A data.frame +#' +#' @family banc-cave +#' @export +#' @seealso \code{\link[fafbseg]{flywire_cave_query}} +#' @examples +#' \donttest{ +#' nuclei_aug2021ver2=banc_cave_query(table = "nuclei_aug2021ver2") +#' head(neuron_somas_dec2022) +#' hist(neuron_somas_dec2022$volume) +#' hist(neuron_somas_dec2022$volume^(1/3)) +#' } +#' \dontrun{ +#' points3d(xyzmatrix(nuclei_aug2021ver2$pt_position)) +#' } +banc_cave_query <- function(table, datastack_name = NULL, live=TRUE, ...) { + if(is.null(datastack_name)) datastack_name=banc_datastack_name() + fafbseg::flywire_cave_query(table = table, datastack_name = datastack_name, live=live, ...) +} + +#' Low level access to banc's CAVE annotation infrastructure +#' +#' @return A reticulate R object wrapping the python CAVEclient. +#' @export +#' +#' @examples +#' \donttest{ +#' fcc=banc_cave_client() +#' tables=fcc$annotation$get_tables() +#' fcc$materialize$get_table_metadata(tables[1]) +#' } +banc_cave_client <- function() { + with_banc(flywire_cave_client()) +} + diff --git a/R/cloudvolume.R b/R/cloudvolume.R new file mode 100644 index 0000000..e322002 --- /dev/null +++ b/R/cloudvolume.R @@ -0,0 +1,88 @@ +banc_cloudvolume <- function(...) { + cv<-fafbseg::flywire_cloudvolume(cloudvolume.url = banc_cloudvolume_url(), ...) + cv +} + +banc_cloudvolume_url <- function(set=TRUE) { + if(set){ + with_banc(getOption("fafbseg.cloudvolume.url")) + }else{ + fafbseg::choose_segmentation(banc_scene(), + set=FALSE, + moreoptions=list(fafbseg.cave.datastack_name=banc_datastack_name())) + fafbseg.cloudvolume.url <- getOption("fafbseg.cloudvolume.url") + gsub("middleauth\\+","",fafbseg.cloudvolume.url) + } +} + +# hidden +banc_api_url <- function(endpoint="") { + fafbseg:::flywire_api_url(endpoint=endpoint, + cloudvolume.url = banc_cloudvolume_url()) +} + + +#' Set the token to be used to authenticate to banc autosegmentation resources +#' +#' @param token An optional token string. When missing you are prompted to +#' generate a new token via your browser. +#' +#' @return The path to the token file (invisibly) +#' @export +banc_set_token <- function(token=NULL) { + # path=fafbseg::flywire_set_token(token=token, domain='cave.banc-fly.com') + path=flywire_set_token(token=token, domain = NULL) + # clear the token cache so the new one is immediately available + banc_token(cached=FALSE) + invisible(path) +} + +# hidden +banc_token <- function(cached=TRUE) { + # fafbseg::chunkedgraph_token(url='cave.banc-fly.com', cached = cached) + fafbseg::chunkedgraph_token(cached = cached) +} + +# hidden +banc_token_available <- function() { + !inherits(try(banc_token(), silent = TRUE), 'try-error') +} + +#' Print information about your banc setup including tokens and python modules +#' +#' @export +#' @seealso \code{\link{dr_fafbseg}} +#' @examples +#' \dontrun{ +#' dr_banc() +#' } +dr_banc <- function() { + banc_api_report() + cat("\n\n") + res = fafbseg:::py_report() + cat("\n") + try(fafbseg:::check_cloudvolume_reticulate(min_version = "3.12")) + invisible(res) +} + +# hidden +banc_api_report <- function() { + message("BANC Neuroglancer / CAVE API access\n----") + token=try(banc_token(cached = F), silent = FALSE) + if(inherits(token, "try-error")) { + FUN=if(requireNamespace('usethis', quietly = T)) usethis::ui_todo else message + FUN(paste('No valid banc API token found. Set your token by doing:\n', + "{ui_code('banc_set_token()')}")) + } else{ + cat("Valid banc API ChunkedGraph token is set!\n") + } + ff=dir(fafbseg:::cv_secretdir(), pattern = '-secret\\.json$') + if(length(ff)){ + cat(length(ff), "CloudVolume credential files available at\n", + fafbseg:::cv_secretdir(),"\n") + print(ff) + } + u=with_banc(fafbseg:::check_cloudvolume_url(set = F)) + cat("\nZetta cloudvolume URL:", u) +} + diff --git a/R/coords.R b/R/coords.R new file mode 100644 index 0000000..851e1e0 --- /dev/null +++ b/R/coords.R @@ -0,0 +1,51 @@ +#' Handle raw and nm calibrated banc coordinates +#' +#' @description \code{banc_voxdims} returns the image voxel dimensions which +#' are normally used to scale between \bold{raw} and \bold{nm} coordinates. +#' +#' @param url Optional neuroglancer URL containing voxel size. Defaults to +#' \code{getOption("fafbseg.sampleurl")} as set by +#' \code{\link{choose_banc}}. +#' +#' @return For \code{banc_voxdims} A 3-vector +#' @export +#' +#' @examples +#' banc_voxdims() +banc_voxdims <- memoise::memoise(function(url=choose_banc(set=FALSE)[['fafbseg.sampleurl']]) { + fafbseg::flywire_voxdims(url) +}) + + +#' @param x 3D coordinates in any form compatible with \code{\link{xyzmatrix}} +#' +#' @return for \code{banc_raw2nm} and \code{banc_nm2raw} an Nx3 matrix of +#' coordinates +#' @param vd The voxel dimensions in nm. Expert use only. Normally found +#' automatically. +#' @export +#' @rdname banc_voxdims +#' @details relies on nat >= 1.10.4 +#' @examples +#' banc_raw2nm(c(159144, 22192, 3560)) +#' banc_raw2nm('159144 22192 3560') +#' \dontrun{ +#' banc_nm2raw(clipr::read_clip()) +#' } +banc_nm2raw <- function(x, vd=banc_voxdims()) { + xyz=xyzmatrix(x) + xyz[,1]=xyz[,1]/vd[1] + xyz[,2]=xyz[,2]/vd[2] + xyz[,3]=xyz[,3]/vd[3] + xyz +} + +#' @export +#' @rdname banc_voxdims +banc_raw2nm <- function(x, vd=banc_voxdims()) { + xyz=xyzmatrix(x) + xyz[,1]=xyz[,1]*vd[1] + xyz[,2]=xyz[,2]*vd[2] + xyz[,3]=xyz[,3]*vd[3] + xyz +} diff --git a/R/data.R b/R/data.R new file mode 100644 index 0000000..feb3d82 --- /dev/null +++ b/R/data.R @@ -0,0 +1,22 @@ +#' Simplified tissue surface of BANC +#' +#' @name banc.surf +#' @docType data +#' @description This is unsymmetrical and not a normalised version of the mesh. +#' It is the outline of the dataset in native voxel space. +#' +#' @examples +#' \dontrun{ +#' # Depends on nat +#' library(nat) +#' rgl::wire3d(banc.surf) +#' } +"banc.surf" + +# How it was obtained: +# res <- httr::GET("https://www.googleapis.com/storage/v1/b/zetta_lee_fly_cns_001_kisuk/o/final%2Fv2%2Fvolume_meshes%2Fmeshes%2F1%3A0.drc?alt=media&neuroglancer=610000b05b6497edcf20b78f29516970") +# httr::stop_for_status(res) +# bytes <- httr::content(res, as = "raw") +# banc.mesh <- decode_neuroglancer_mesh(bytes) +# banc.surf <- as.hxsurf(banc.mesh) +# save(banc.surf, file="data/BANC.surf.rda") diff --git a/R/ids.R b/R/ids.R new file mode 100644 index 0000000..b938e3e --- /dev/null +++ b/R/ids.R @@ -0,0 +1,272 @@ +#' Find the root identifier of a banc neuron +#' +#' @inheritParams fafbseg::flywire_rootid +#' @param ... Additional arguments passed to \code{pbapply::pbsapply} and +#' eventually to Python \code{cv$CloudVolume} object. +#' @return A vector of root ids (by default character) +#' @export +#' @family banc-ids +#' @seealso \code{\link{flywire_rootid}} +#' @examples +#' \donttest{ +#' banc_rootid("73186243730767724") +#' } +banc_rootid <- function(x, integer64 = FALSE, ...) { + rid = flywire_rootid( + x = x, + integer64 = integer64, + method = "cloudvolume", + # agglomerate = T, + cloudvolume.url = banc_cloudvolume_url(), + ... + ) + rid +} + +#' Find the supervoxel identifiers of a banc neuron +#' +#' @param ... additional arguments passed to \code{\link{flywire_leaves}} +#' @inheritParams fafbseg::flywire_leaves +#' +#' @return A vector of supervoxel ids +#' @family banc-ids +#' @seealso \code{\link{flywire_leaves}} +#' @export +#' +#' @examples +#' \dontrun{ +#' svids=banc_leaves("720575941650432785") +#' head(svids) +#' } +banc_leaves <- function(x, integer64=TRUE, ...) { + svids=flywire_leaves(x=x, integer64 = integer64, cloudvolume.url = banc_cloudvolume_url(), ...) + svids +} + + +#' Convert xyz locations to root or supervoxel ids +#' +#' @details This used to be very slow because we do not have a supervoxel +#' field on spine. +#' +#' I am somewhat puzzled by the voxel dimensions for banc. Neuroglancer +#' clearly shows voxel coordinates of 4.3x4.3x45. But in this function, the +#' voxel coordinates must be set to 4.25 in x-y to give the correct answers. +#' +#' @param voxdims The voxel dimensions (in nm). See details. +#' @inheritParams fafbseg::flywire_xyz2id +#' +#' @return A character vector of segment ids, NA when lookup fails. +#' @family banc-ids +#' @seealso \code{\link{flywire_xyz2id}} +#' @export +#' @importFrom nat xyzmatrix +#' @examples +#' # a point from neuroglancer, should map to 648518346498932033 +#' banc_xyz2id(cbind(34495, 82783, 1954), rawcoords=TRUE) +banc_xyz2id <- function(xyz, rawcoords=FALSE, voxdims=c(4.3, 4.3, 45), + root=TRUE, ...){ + if(is.numeric(xyz) && !is.matrix(xyz) && length(xyz)==3) + xyz=matrix(xyz, ncol=3) + if(rawcoords) + xyz=scale(xyzmatrix(xyz), center = F, scale = 1/voxdims) + svids=banc_supervoxels(xyz, voxdims=voxdims) + if(isTRUE(root)) banc_rootid(svids) else svids +} + +# rawxyz=cbind(34496, 82782, 1954) +# nmxyz=cbind(34496, 82782, 1954)*c(4.3,4.3,45) +banc_supervoxels <- function(x, voxdims=c(4.3,4.3,45)) { + pts=scale(xyzmatrix(x), center = F, scale = voxdims) + nas=rowSums(is.na(pts))>0 + if(any(nas)) { + svids=rep("0", nrow(pts)) + svids[!nas]=banc_supervoxels(pts[!nas,,drop=F], voxdims = c(1,1,1)) + return(svids) + } + u="https://services.itanna.io/app/transform-service/query/dataset/banc_v4/s/2/values_array_string_response" + body=jsonlite::toJSON(list(x=pts[,1], y=pts[,2], z=pts[,3])) + res=httr::POST(u, body = body) + httr::stop_for_status(res) + j=httr::content(res, as='text', encoding = 'UTF-8') + svids=unlist(jsonlite::fromJSON(j, simplifyVector = T), use.names = F) + svids +} + + + +#' Check if a banc root id is up to date +#' +#' @inheritParams fafbseg::flywire_islatest +#' @param ... Additional arguments passed to \code{\link{flywire_islatest}} +#' +#' @export +#' @family banc-ids +#' @examples +#' banc_islatest("648518346473954669") +banc_islatest <- function(x, timestamp=NULL, ...) { + with_banc(flywire_islatest(x=x, timestamp = timestamp, ...)) +} + + +#' Find the latest id for a banc root id +#' +#' @inheritParams fafbseg::flywire_latestid +#' @param ... Additional arguments passed to \code{\link{flywire_latestid}} +#' +#' @export +#' @seealso \code{\link{banc_islatest}} +#' @family banc-ids +#' @examples +#' \dontrun{ +#' banc_latestid("648518346473954669") +#' } +banc_latestid <- function(rootid, sample=1000L, cloudvolume.url=NULL, Verbose=FALSE, ...) { + with_banc(flywire_latestid(rootid=rootid, sample = sample, Verbose=Verbose, ...)) +} + + +#' Return a vector of banc root ids from diverse inputs +#' +#' @param x A data.frame, URL or vector of ids +#' @param integer64 Whether to return ids as \code{bit64::integer64} or +#' character vectors. Default value of NA leaves the ids unmodified. +#' +#' @return A vector of ids +#' @export +#' @family banc-ids +#' @examples +#' banc_ids(data.frame(rootid="648518346474360770")) +banc_ids <- function(x, integer64=NA) { + if(is.data.frame(x)) { + colstocheck=c("rootid", "id", "pre_id", "post_id") + for(col in colstocheck) { + if(col %in% colnames(x)) + return(banc_ids(x[[col]], integer64 = integer64)) + } + i64=sapply(x, bit64::is.integer64) + if(sum(i64)==1) + return(banc_ids(x[[which(i64)]], integer64 = integer64)) + stop("Unable to find a column containing ids!") + } + if(!all(fafbseg:::valid_id(x))) + stop("Some ids are invalid!") + if(isTRUE(integer64)) bit64::as.integer64(x) + else if(isFALSE(integer64)) as.character(x) + else x +} + +#' Convert between banc cell ids and root ids +#' +#' @description Converts between banc cell ids (should survive most edits) and +#' root ids (guaranteed to match just one edit state). See details. +#' +#' @details CAVE/PyChunkedGraph assigns a 64 bit integer root id to all bodies +#' in the segmentation. These root ids are persistent in a computer science +#' sense, which is often the exact opposite of what neuroscientists might +#' imagine. Specifically, a given root id is matched to a single edit state of +#' a neuron. If the neuron is edited, then root id changes. In contrast, cell +#' ids do not change even in the face of edits. However, it is important to +#' understand that they correspond to a specific point on a neuron, commonly +#' the nucleus. If the nucleus is edited away from a the rest of a neuron to +#' which it previously belonged, then the cell id and any associated edits +#' will effectively with move it. +#' +#' For further details see +#' \href{https://banc-reconstruction.slack.com/archives/CLDH21J4U/p1690755500802509}{banc +#' slack} and +#' \href{https://github.com/htem/banc_auto_recon/wiki/Neuron-annotations#neuron_information}{banc +#' wiki}. +#' +#' @param rootids banc root ids in any form understood by +#' \code{\link{banc_ids}}. The default value of NULL will return all cell ids. +#' @param cellids Integer cell ids between between 1 and around 20000 that +#' \emph{should} uniquely identify each cell in the dataset. +#' @param timestamp An optional time stamp. You should give only one of +#' \code{version} or \code{timestamp}. When both are missing, ids should match +#' the live materialisation version including up to the second edits. +#' @param version An optional integer CAVE materialisation version. You should +#' give only one of \code{version} or \code{timestamp}. When both are missing, +#' ids should match the live materialisation version including up to the +#' second edits. +#' @param rval Whether to return the cell ids or the whole of the CAVE table +#' with additional columns. +#' @param cellid_table Optional name of cell id table (the default value of +#' \code{NULL} should find the correct table). +#' @return Either a vector of ids or a data.frame depending on \code{rval}. For +#' cell ids the vector will be an integer for root ids (segment ids), a +#' character vector or an \code{bit64::integer64} vector depending on the +#' \code{integer64} argument. +#' @inheritParams banc_ids +#' @family banc-ids +#' @export +#' +#' @examples +#' \donttest{ +#' banc_cellid_from_segid(banc_latestid("648518346486614449")) +#' } +banc_cellid_from_segid <- function(rootids=NULL, timestamp=NULL, version=NULL, cellid_table = NULL, rval=c("ids", 'data.frame')) { + rval=match.arg(rval) + if(is.null(cellid_table)) + cellid_table=banc_cellid_table() + if(!is.null(rootids)) { + rootids=banc_ids(rootids, integer64=F) + idlist=list(pt_root_id=rootids) + } else idlist=NULL + live=is.null(timestamp) && is.null(version) + res=banc_cave_query(table = cellid_table, timestamp=timestamp, + version=version, filter_in_dict=idlist, live=live) + if(is.null(rootids)) { + if(rval=='ids') { + banc_ids(res[['id']], integer64 = F) + } else res + } + ids64=banc_ids(rootids, integer64=T) + if(!all(found <- ids64 %in% res$pt_root_id)) { + warning(sum(!found), "/", length(rootids), " could not be found!") + } + if(rval=='ids') { + res[['id']][match(rootids, res[['pt_root_id']])] + } else res +} + + +#' @rdname banc_cellid_from_segid +#' @export +#' +#' @examples +#' \donttest{ +#' banc_cellid_from_segid(banc_latestid("648518346486614449")) +#' } +banc_segid_from_cellid <- function(cellids=NULL, timestamp=NULL, version=NULL, rval=c("ids", 'data.frame'), integer64=FALSE, cellid_table = NULL) { + rval=match.arg(rval) + if(is.null(cellid_table)) + cellid_table=banc_cellid_table() + if(!is.null(cellids)) { + cellids <- checkmate::assert_integerish(cellids, coerce = T) + idlist=list(id=cellids) + } else idlist=NULL + live=is.null(timestamp) && is.null(version) + res=banc_cave_query(table = cellid_table, timestamp=timestamp, + version=version, filter_in_dict=idlist, live=live) + if(is.null(cellids)) { + if(rval=='ids') { + banc_ids(res[['pt_root_id']], integer64 = F) + } else res + } + if(!all(found <- cellids %in% res[['id']])) { + warning(sum(!found), "/", length(cellids), " could not be found!") + } + if(rval=='ids') { + banc_ids(res[['pt_root_id']][match(cellids, res[['id']])], integer64 = integer64) + } else res +} + +# private function to return the latest cellids table +# this is a configurable option in the python package +banc_cellid_table <- memoise::memoise(function(fac=banc_cave_client()) { + tables=fac$materialize$tables + tablenames=names(tables) + seltable=rev(sort(grep("cell_ids", tablenames, value = T)))[1] + return(seltable) +}) diff --git a/R/l2.R b/R/l2.R new file mode 100644 index 0000000..4d21de4 --- /dev/null +++ b/R/l2.R @@ -0,0 +1,81 @@ +#' Read L2 skeleton or dotprops for BANC neurons using fafbseg-py +#' +#' @description \code{banc_read_l2skel} reads one or more neurons as simplified +#' L2 skeletons. +#' +#' @description \code{banc_read_l2dp} reads one or more neurons as simplified +#' dotprops format. See \code{\link[fafbseg]{read_l2skel}}. +#' +#' @param dataset An optional CAVE dataset name (expert use only, by default +#' will choose the standard banc dataset). See details. +#' @inheritParams fafbseg::read_l2skel +#' +#' @details \code{banc_read_l2dp} uses a special data structure for rapid +#' download of the dotprops version of neurons required for NBLASTing. It +#' leverages the python navis / fafbseg-py packages and you will need to +#' install these, typically using the \code{\link[fafbseg]{simple_python}} +#' function. +#' +#' \code{banc_read_l2skel} treats the dataset argument a little differently +#' than \code{banc_read_l2dp} because it actually needs to identify two data sources +#' a CAVE data +#' +#' See \code{\link[fafbseg]{read_l2skel}} for additional details of +#' +#' @return a \code{\link{neuronlist}} containing one or more +#' \code{\link{neuron}} or \code{\link{dotprops}} objects. Note that neurons +#' will be calibrated in \code{nm} while dotprops will be calibrated in microns. +#' @export +#' +#' @examples +#' +#' \dontrun{ +#' # one time install of necessary python packages +#' fafbseg::simple_python(pkgs="fafbseg") +#' +#' dnp42=c("648518346507131167", "648518346485772414") +#' dnp42.latest=banc_latestid(dnp42) +#' dnp42.dps <- banc_read_l2dp(dnp42.latest) +#' +#' # plot those +#' nclear3d() +#' plot3d(dnp42.dps, lwd=3) +#' # nb dotprops are always in microns +#' wire3d(banc.surf/1e3, col='grey') +#' +#' nclear3d() +#' dnp42.skel <- banc_read_l2skel(dnp42.latest) +#' plot3d(dnp42.skel, lwd=2) +#' # nb neuron skeletons are in nm +#' wire3d(banc.surf, col='grey') +#' } +banc_read_l2dp <- function(id, OmitFailures=TRUE, dataset=NULL, ...) { + id=banc_ids(id) + if(is.null(dataset)) + dataset=with_banc(getOption("fafbseg.cave.datastack_name")) + fafbseg::read_l2dp(id, dataset=dataset, OmitFailures=OmitFailures, ...) +} + +#' @export +#' @rdname banc_read_l2dp +banc_read_l2skel <- function(id, OmitFailures=TRUE, dataset=NULL, ...) { + id=banc_ids(id) + # partial duplication of fafbseg::read_l2skel for older versions of fafbseg-py + fp=fafbseg:::check_fafbsegpy() + + if("set_default_dataset" %in% names(fp$flywire)) { + # new fafbseg-py, everything is simpler + return(with_banc(fafbseg::read_l2skel(id))) + } + # this used to work with banc and older fafbseg-py, but not sure if it still works ... + # manually set the cloudvolume url / cave datastack name + # see https://flyconnectome.slack.com/archives/C342Q3H4Y/p1694682637820519 + if(is.null(dataset)) { + ops=choose_banc(set=F) + fp$flywire$utils$FLYWIRE_URLS$banc = ops$fafbseg.cloudvolume.url + fp$flywire$utils$CAVE_DATASETS$banc = ops$fafbseg.cave.datastack_name + dataset="banc" + } + sk=fp$flywire$l2_skeleton(id, omit_failures = OmitFailures, dataset=dataset, ...) + fafbseg:::navis2nat_neuronlist(sk) +} diff --git a/R/meshes.R b/R/meshes.R new file mode 100644 index 0000000..32921dc --- /dev/null +++ b/R/meshes.R @@ -0,0 +1,172 @@ +#' Read one or more BANC neuron and nuclei meshes +#' +#' @param ids One or more root ids +#' @param savedir An optional location to save downloaded meshes. This acts as a +#' simple but effective cache since flywire neurons change id whenever they +#' are edited. +#' @param lod The level of detail (highest resolution is 0, default of 2 gives a +#' good overall morphology while 3 is also useful and smaller still). +#' @param method How to treat the mesh object returned from neuroglancer, i.e. as +#' a \code{mesh3d} object or a \code{ply} mesh. +#' @param ... Additional arguments passed to +#' \code{fafbseg::\link{read_cloudvolume_meshes}} +#' @inheritParams fafbseg::save_cloudvolume_meshes +#' +#' @return A \code{\link[nat]{neuronlist}} containing one or more \code{mesh3d} +#' objects. See \code{nat::\link[nat]{read.neurons}} for details. +#' @export +#' @seealso \code{fafbseg::\link{read_cloudvolume_meshes}} +#' @examples +#' \donttest{ +#' neuron.mesh <- read_banc_meshes("720575941650432785") +#' plot3d(neuron.mesh, alpha = 0.1) +#' nucleus.mesh <- read_banc_meshes("72903876004544795") +#' plot3d(nucleus.mesh, col = "black") +#' } +read_banc_meshes <- function(ids, savedir=NULL, format=c("ply", "obj"), ...) { + format=match.arg(format) + read_cloudvolume_meshes(ids, savedir = savedir, cloudvolume.url = banc_cloudvolume_url(set=FALSE), format=format, ...) +} + +#' @export +banc_read_nuclei_mesh <- function(ids, lod = 1L, savedir=NULL, method=c('vf', 'ply'), ...) { + cvu <- "precomputed://gs://lee-lab_brain-and-nerve-cord-fly-connectome/nuclei/seg_v1" + cv <- fafbseg::flywire_cloudvolume(cloudvolume.url = cvu) + li <- reticulate::py_eval(ids, convert = F) + lod <- as.integer(lod) + cm <- cv$mesh$get(li, lod = lod) + if (!any(ids %in% names(cm))) { + stop("Failed to read segid: ", ids) + } + cmesh <- reticulate::py_get_item(cm, li) + m <- cvmesh2mesh(cmesh, method = method) + m +} + +#' Subset points to be in the brain or in the VNC +#' +#' @param x an object with 3d points to be subsetted, e.g. an xyz matrix, a \code{neuron}, \cpode{neuronlist} or a \code{mesh3d} object. +#' Points must be in native BANC space, i.e. plottable inside \code{banc.surf}. +#' @param invert if \code{FALSE} returns brain points, if \code{TRUE} returns VNC points. +#' +#' @return Remove points above or below the midsection of the neck connective of BANC. +#' @seealso \code{\link{banc.surf}} +#' @export +#' @examples +#' \donttest{ +#' m = read_banc_meshes("720575941650432785") +#' m.brain = banc_decapitate(m) +#' m.vnc = banc_decapitate(m, invert = TRUE) +#' plot3d(m.brain, col = "red") +#' plot3d(m.brain, col = "cyan") +#' plot3d(banc.surf, col = "grey", alpha = 0.1) +#' } +banc_decapitate <- function(x, invert = FALSE, reference = "BANC"){ + y.cut <- 5e+05 + v1 <- c(0,y.cut,0) + v2 <- c(1e10,y.cut,0) + v3 <- c(0,y.cut,1e10) + if (reference!="BANC"){ + v1 <- xform_brain(v1, sample = "BANC", reference = reference) + v2 <- xform_brain(v2, sample = "BANC", reference = reference) + v3 <- xform_brain(v3, sample = "BANC", reference = reference) + y.cut <- v1[,2] + } + ismesh <- any(class(x[[1]]), class(x)) %in% "mesh3d" + if(!ismesh & any(class(x)%in%c("neuron","neuronlist","mesh3d"))){ + if (invert){ + z <- subset(x,yy.cut) + } + }else if (ismesh){ + if (any(class(x)=="mesh3d")){ + z <- Morpho::cutMeshPlane(x, + v1=v1, v2=v2, v3=v3, + normal = NULL, keep.upper = invert) + }else if (any(class(x)=="neuronlist")){ + z <- nat::nlapply(x, Morpho::cutMeshPlane, + v1=v1, v2=v2, v3=v3, + normal = NULL, keep.upper = invert) + }else{ + z <- lapply(x, Morpho::cutMeshPlane, + v1=v1, v2=v2, v3=v3, + normal = NULL, keep.upper = invert) + } + }else{ + ydim <- intersect(colnames(x),c("Y","y"))[[1]] + if (invert){ + z <- x[x[,ydim]y.cut,] + } + } + z +} + +#' Read BANC euroglancer meshes, e.g., ROI meshes +#' +#' @param x the numeric identifier that specifies the mesh to read, defaults to \code{1} the BANC outline mesh. +#' @param url the URL that directs \code{bancr} to where BANC meshes are stored. +#' @return a mesh3d object for the specified mesh. +#' @export +#' @seealso \code{\link{read_banc_meshes}} +#' @examples +#' \dontrun{ +#' banc.mesh <- banc_read_neuroglancer_mesh() +#' } +banc_read_neuroglancer_mesh <- function(x = 1, + url="https://www.googleapis.com/storage/v1/b/zetta_lee_fly_cns_001_kisuk/o/final%2Fv2%2Fvolume_meshes%2Fmeshes%2F{x}%3A0.drc?alt=media&neuroglancer=610000b05b6497edcf20b78f29516970", + ...){ + completed_url <- glue::glue(url, x=x) + res <- httr::GET(completed_url, ...) + httr::stop_for_status(res) + bytes <- httr::content(res, as = "raw") + decode_neuroglancer_mesh(bytes) +} + +# convert cloudvolume python mesh to an R mesh3d object +# method vf just uses the vertex and face arrays +# ply writes out to Stanford ply format and reads back in again +cvmesh2mesh <- function(x, method=c('vf', 'ply'), ...) { + method=match.arg(method) + if(method=='vf') { + verts=t(x$vertices) + stopifnot(nrow(verts)==3) + faces=t(x$faces+1) + stopifnot(max(faces)<=ncol(verts)) + stopifnot(min(faces)>0) + stopifnot(nrow(faces)==3) + m=rgl::tmesh3d(vertices = verts, indices = faces, homogeneous = F) + } else { + bytes=x$to_ply() + tf=tempfile(fileext = paste0('.', method)) + on.exit(unlink(tf)) + writeBin(bytes, con = tf) + m=Rvcg::vcgPlyRead(tf, ...) + } + m +} + +# from package: malevnc +decode_neuroglancer_mesh <- function (bytes, format = c("mesh3d", "raw")) { + format = match.arg(format) + con = rawConnection(bytes) + on.exit(close(con)) + nverts = readBin(con, what = "int", size = 4, n = 1) + verts = readBin(con, what = "numeric", n = nverts * 3, size = 4) + nidxs = length(bytes)/4 - 1L - length(verts) + idx = readBin(con, what = "int", n = nidxs, size = 4) + if (format == "raw") { + structure(list(v = matrix(verts, ncol = 3, byrow = T), + i = matrix(idx, ncol = 3, byrow = T)), class = "ngmesh") + } + else { + rgl::tmesh3d(matrix(verts, nrow = 3, byrow = F), matrix(idx + + 1L, nrow = 3, byrow = F), homogeneous = F) + } +} + + + + diff --git a/R/partners.R b/R/partners.R new file mode 100644 index 0000000..77a0207 --- /dev/null +++ b/R/partners.R @@ -0,0 +1,111 @@ +#' Summarise the connectivity of banc neurons +#' +#' @details note that the rootids you pass in must be up to date. See example. +#' +#' @param rootids Character vector specifying one or more flywire rootids. As a +#' convenience this argument is passed to \code{\link{banc_ids}} allowing you +#' to pass in data.frames, flywire URLs or simple ids. +#' @param datastack_name An optional CAVE \code{datastack_name}. If unset a +#' sensible default is chosen. +#' @inheritParams fafbseg::flywire_partner_summary +#' +#' @return a data.frame +#' @seealso \code{\link{flywire_partner_summary}}, \code{\link{banc_latestid}} +#' @export +#' +#' @examples +#' # NB id must be up to date +#' sample_id=banc_latestid("720575941480769421") +#' head(banc_partner_summary(sample_id)) +#' head(banc_partner_summary(sample_id, partners='inputs')) +#' \dontrun{ +#' # get the latest id for an outdate +#' banc_partner_summary(banc_latestid("720575941480769421")) +#' +#' ## open banc/flywire scene containing top partners +#' library(dplyr) +#' banc_partner_summary(banc_latestid("720575941480769421"), partners='inputs') %>% +#' slice_max(weight, n = 20) %>% +#' banc_scene(open=TRUE) +#' } +banc_partner_summary <- function(rootids, + partners = c("outputs", "inputs"), + threshold = 0, + remove_autapses = TRUE, + cleft.threshold = 0, + datastack_name=NULL, + ...) { + if(is.null(datastack_name)) + datastack_name = banc_datastack_name() + with_banc( + fafbseg::flywire_partner_summary( + rootids, + threshold = threshold, + partners=partners, + method = "cave", + datastack_name = banc_datastack_name(), + remove_autapses = remove_autapses, + cleft.threshold = cleft.threshold, + ... + ) + ) +} + +### TODO #### +banc_datastack_name <- memoise::memoise(function() { + banc_name <- tryCatch({ + cac=fafbseg::flywire_cave_client(NULL) + datastacks=cac$info$get_datastacks() + seldatastack=grep("brain_and_nerve_cord*", datastacks, value = T) + if(length(seldatastack)==0) + stop("Could not identify a banc production datastack amongst: ", + paste(datastacks, collapse=','), + "\nHave you been granted access to banc production?") + if(length(seldatastack)>1) + warning("Multiple banc datastacks available; ", + paste(seldatastack, collapse = ","),"\n", + "choosing: ", seldatastack[1]) + seldatastack[1] + }, error = function(e){ + warning("using default setting") + "brain_and_nerve_cord" + }) + banc_name +}) + +#' @description \code{banc_partners} returns details of each unitary synaptic +#' connection (including its xyz location). +#' +#' @export +#' +#' @rdname banc_partner_summary +#' @examples +#' \dontrun{ +#' # plot input and output synapses of a neuron +#' nclear3d() +#' fpi=banc_partners(banc_latestid("648518346481082458"), partners='in') +#' points3d(banc_raw2nm(fpi$post_pt_position), col='cyan') +#' fpo=banc_partners(banc_latestid("648518346481082458"), partners='out') +#' points3d(banc_raw2nm(fpo$pre_pt_position), col='red') +#' } +banc_partners <- function(rootids, partners=c("input", "output"), ...) { + partners=match.arg(partners) + rootids=banc_ids(rootids) + fcc=banc_cave_client() + pyids=fafbseg:::rids2pyint(rootids) + res=if(partners=='input') { + reticulate::py_call(fcc$materialize$synapse_query, post_ids=pyids, ...) + } else { + reticulate::py_call(fcc$materialize$synapse_query, pre_ids=pyids, ...) + } + fafbseg:::pandas2df(res) +} + + + + + + + + + diff --git a/R/synapses.R b/R/synapses.R new file mode 100644 index 0000000..f569a54 --- /dev/null +++ b/R/synapses.R @@ -0,0 +1,103 @@ +#' Download all of the BANC synapses as a .sqlite file that you can read lazily from later +#' +#' @details Downloads all automatic Zetta.ai synapse detections for the BANC and saves them as +#' a \code{banc_data.sqlite} file. Once this is done, in the future the function will read from this file +#' lazilty so as not to throw the whole thing into system memory. +#' +#' @param path The google storage path to the desired synapses file. Read using \code{readr::read_csv}. +#' @param overwrite Logical, whether or not to overwrite an extant \code{banc_data.sqlite} file. +#' @param n_max Numeric, the maximum number of rows ot read from \code{path} if you just want to see +#' a taster of the file. +#' +#' @return a data.frame +#' @seealso \code{\link{banc_partner_summary}}, \code{\link{banc_partners}} +#' @export +#' +#' @examples +#' \dontrun{ +#' syns <- banc_all_synapses() +#' } +banc_all_synapses <- function(path = "gs://zetta_lee_fly_cns_001_synapse/240623_run/assignment/final_edgelist.df", + overwrite = FALSE, + n_max = 2000){ + + # Correct path to de-authenticate it, use https + path <- gsub("^gs\\:\\/","https://storage.googleapis.com",path) + + # Check if the file exists, if not, create it + file_path <- file.path(system.file(package = "bancr"), "data", "banc_data.sqlite") + if (!file.exists(file_path)) { + con <- DBI::dbConnect(RSQLite::SQLite(), file_path) + DBI::dbDisconnect(con) + table_exists <- FALSE + message("Created: ", file_path) + }else{ + # Check if the 'synapses' table exists + con <- DBI::dbConnect(RSQLite::SQLite(), file_path) + table_exists <- "synapses" %in% DBI::dbListTables(con) + } + + # The column types for our read + col.types <- readr::cols( + .default = readr::col_character(), + cleft_segid = readr::col_character(), + centroid_x = readr::col_number(), + centroid_y = readr::col_number(), + centroid_z = readr::col_number(), + bbox_bx = readr::col_number(), + bbox_by = readr::col_number(), + bbox_bz = readr::col_number(), + bbox_ex = readr::col_number(), + bbox_ey = readr::col_number(), + bbox_ez = readr::col_number(), + presyn_segid = readr::col_character(), + postsyn_segid = readr::col_character(), + presyn_x = readr::col_integer(), + presyn_y = readr::col_integer(), + presyn_z = readr::col_integer(), + postsyn_x = readr::col_integer(), + postsyn_y = readr::col_integer(), + postsyn_z = readr::col_integer(), + clefthash = readr::col_number(), + partnerhash= readr::col_integer(), + size = readr::col_integer() + ) + + # Are we just sampling or going for the full thing? + if(!is.null(nrows)){ + syns <- readr::read_csv(file=path, col_types = col.types, lazy = TRUE, n_max = n_max) + }else if (!table_exists|overwrite){ + # Get all synapses + syns <- readr::read_csv(file=path, col_types = col.types, lazy = TRUE) + + # Process + + # Connect to the SQLite database + con <- DBI::dbConnect(RSQLite::SQLite(), file_path) + + # Write the data frame to the 'synapses' table + # If the table already exists, it will be overwritten + DBI::dbWriteTable(con, "synapses", df, overwrite = TRUE) + DBI::dbDisconnect(con) + message("Added tab synapses, nrows: ", nrow(syns)) + } + + # Read + DBI::dbReadTable(con, "synapses") + +} + +# # googleCloudStorageR +# banc_gcs_read <- function(path = "gs://zetta_lee_fly_cns_001_synapse/240623_run/assignment/final_edgelist.df"){ + + # # Not sure hot to get this working in R, but looks useful + # googleCloudStorageR::gcs_setup(token="none") + # googleCloudStorageR::gcs_auth(token=NULL) + # # OR? + # scope <-c("https://www.googleapis.com/auth/cloud-platform") + # token <- gargle::token_fetch(scopes = scope) + # googleCloudStorageR::gcs_auth(token = token) + # # Then get data? + # path <- 'gs://zetta_lee_fly_cns_001_synapse/240529_run/240604_assignment/final_edgelist.df' + # df <- googleCloudStorageR::gcs_get_object(path, parseFunction = function(x) read.csv(x, nrows = 1000)) +# } diff --git a/R/urls.R b/R/urls.R new file mode 100644 index 0000000..51a6c53 --- /dev/null +++ b/R/urls.R @@ -0,0 +1,104 @@ +#' Return a sample Neuroglancer scene URL for banc dataset +#' +#' @details See +#' \href{https://banc-reconstruction.slack.com/archives/C01RZP5JH9C/p1616522511001900}{banc +#' slack} for details. +#' +#' @param ids A set of root ids to include in the scene. Can also be a +#' data.frame. +#' @param open Whether to open the URL in your browser (see +#' \code{\link{browseURL}}) +#' @return A character vector containing a single Neuroglancer URL (invisibly +#' when \code{open=TRUE}). +#' @export +#' @importFrom utils browseURL +#' @examples +#' \dontrun{ +#' browseURL(banc_scene()) +#' banc_scene(open=T) +#' banc_scene("648518346498254576", open=T) +#' } +banc_scene <- function(ids=NULL, open=FALSE) { + url="https://spelunker.cave-explorer.org/#!middleauth+https://global.daf-apis.com/nglstate/api/v1/6283844278812672" + url=sub("#!middleauth+", "?", url, fixed = T) + parts=unlist(strsplit(url, "?", fixed = T)) + json=try(flywire_fetch(parts[2], token=banc_token(), return = 'text', cache = TRUE)) + if(inherits(json, 'try-error')) { + badtoken=paste0("You have a token but it doesn't seem to be authorised for banc.\n", + "Have you definitely used `banc_set_token()` to make a token for the banc dataset?") + if(grepl(500, json)) + stop("There seems to be a (temporary?) problem with the zetta server!") + else if(grepl(401, json)) + stop(badtoken) + + token=try(banc_token(), silent = T) + if(inherits(token, 'try-error')) + stop("It looks like you do not have a stored token. Please use `banc_set_token()` to make one.") + else + stop(badtoken) + } + u=ngl_encode_url(json, baseurl = parts[1]) + if(!is.null(ids)){ + fafbseg::ngl_segments(u) <- banc_ids(ids) + } + if(open) { + browseURL(u) + invisible(u) + } else (u) +} + +#' Choose or (temporarily) use the banc autosegmentation +#' +#' @details \code{bancr} inherits a significant amount of infrastructure from +#' the \code{\link{fafbseg}} package. This has the concept of the +#' \emph{active} autosegmentation, which in turn defines one or more R options +#' containing URIs pointing to voxel-wise segmentation, mesh etc data. These +#' are normally contained within a single neuroglancer URL which points to +#' multiple data layers. For banc this is the neuroglancer scene returned by +#' \code{\link{banc_scene}}. +#' @param set Whether or not to permanently set the banc autosegmentation as the +#' default for \code{\link{fafbseg}} functions. + +#' +#' @return If \code{set=TRUE} a list containing the previous values of the +#' relevant global options (in the style of \code{\link{options}}. If +#' \code{set=FALSE} a named list containing the option values. +#' @export +#' +#' @examples +#' \dontrun{ +#' choose_banc() +#' options()[grep("^fafbseg.*url", names(options()))] +#' } +choose_banc <- function(set=TRUE) { + fafbseg::choose_segmentation(banc_scene(), set=set, + moreoptions=list(fafbseg.cave.datastack_name=banc_datastack_name())) + fafbseg.cloudvolume.url <- getOption("fafbseg.cloudvolume.url") + fafbseg.cloudvolume.url <- gsub("middleauth\\+","",fafbseg.cloudvolume.url) + options(fafbseg.cloudvolume.url=fafbseg.cloudvolume.url) + invisible() +} + +#' @param expr An expression to evaluate while banc is the default +#' autosegmentation +#' @rdname choose_banc +#' @export +#' @examples +#' \donttest{ +#' with_banc(fafbseg::flywire_islatest('648518346498254576')) +#' } +#' \dontrun{ +#' with_banc(fafbseg::flywire_latestid('648518346498254576')) +#' with_banc(fafbseg::flywire_latestid('648518346494405175')) +#' } +with_banc <- function(expr) { + op <- choose_banc(set = TRUE) + on.exit(options(op)) + force(expr) +} + +banc_fetch <- function(url, token=banc_token(), ...) { + flywire_fetch(url, token=token, ...) +} + + diff --git a/R/xform.R b/R/xform.R new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/R/xform.R @@ -0,0 +1 @@ + diff --git a/R/zetta-api.R b/R/zetta-api.R new file mode 100644 index 0000000..b215815 --- /dev/null +++ b/R/zetta-api.R @@ -0,0 +1,55 @@ +#' Fetch change log information for one or more neurons +#' +#' @details As of August 2021 this is a simple wrapper of +#' \code{fabseg::\link{flywire_change_log}}. For now the old (and less +#' convenient format) available from the zetta API can be obtained with the +#' private \code{bancr:::banc_change_log_zetta} function. +#' +#' @param x One or more banc ids in any format understandable by +#' \code{\link[fafbseg]{ngl_segments}} +#' @return a \code{data.frame} See \code{fabseg::\link{flywire_change_log}} for +#' details +#' @export +#' @importFrom pbapply pbsapply +#' @inheritParams fafbseg::flywire_change_log +#' @examples +#' \donttest{ +#' banc_change_log("648518346473954669") +#' } +banc_change_log <- function(x, tz="UTC", filtered=TRUE, OmitFailures=TRUE, ...) { + x=banc_ids(x) + with_banc(flywire_change_log( + x = x, + tz = tz, + filtered = filtered, + OmitFailures = OmitFailures, + ... + )) +} + +banc_change_log_zetta <- function(x, ...) { + baseurl=banc_api_url(endpoint = "root/") + x=fafbseg::ngl_segments(x, as_character = T) + if(length(x)>1) { + res=pbapply::pbsapply(x, banc_change_log_zetta, ..., simplify = FALSE) + user_info=dplyr::bind_rows(sapply(res, "[[", "user_info", simplify = F), + .id = 'root_id') + res2=sapply(res, function(x) x[setdiff(names(x), 'user_info')], simplify = F) + res2df=do.call(rbind,res2) + res2df=cbind(data.frame(root_id=rownames(res2df)), res2df) + attr(user_info, 'summary')=res2df[1:2] + attr(user_info, 'operations')=res2df[[3]] + attr(user_info, 'past_ids')=res2df[[4]] + return(user_info=user_info) + } + url=paste0(baseurl, x, "/change_log") + res=banc_fetch(url, ...) + res$user_info + userdf=data.frame(user=names(res$user_info), stringsAsFactors = FALSE) + userdf$n_splits=sapply(res$user_info, function(x) {splits=x$n_splits; ifelse(is.null(splits), 0L, as.integer(splits))}) + userdf$n_mergers=sapply(res$user_info, function(x) {mergers=x$n_mergers; ifelse(is.null(mergers), 0L, as.integer(mergers))}) + res$operations_ids=scan(text = chartr("[]"," ", res$operations_ids), + what=integer(), quiet = T) + res$user_info=userdf + res +} diff --git a/R/zzz.R b/R/zzz.R new file mode 100644 index 0000000..7a9a7f9 --- /dev/null +++ b/R/zzz.R @@ -0,0 +1,13 @@ +.onLoad <- function(libname, pkgname) { + + # make banc4<->banc3 bridging registrations available + #register_banc3to4() + invisible() +} + +.onAttach <- function(libname, pkgname) { + packageStartupMessage( + 'Do `choose_banc()` to use many fafbseg::flywire_* functions!\n', + 'Use dr_banc() to get a report on your installation.\n', + 'Trouble? Visit https://flyconnectome.github.io/bancr/SUPPORT.html or #code on banc Slack') +} diff --git a/README.md b/README.md new file mode 100644 index 0000000..dbc340c --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +# bancr + + +[![natverse](https://img.shields.io/badge/natverse-Part%20of%20the%20natverse-a241b6)](https://natverse.github.io) +[![Docs](https://img.shields.io/badge/docs-100%25-brightgreen.svg)](https://flyconnectome.github.io/bancr/reference/) +[![R-CMD-check](https://github.com/flyconnectome/banc/workflows/R-CMD-check/badge.svg)](https://github.com/flyconnectome/banc/actions) +[![R-CMD-check](https://github.com/flyconnectome/bancr/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/flyconnectome/bancr/actions/workflows/R-CMD-check.yaml) + + +The goal of **bancr** is to support analysis of the Brain And +Nerve Cord dataset aka (BANC), especially autosegmentation data. Those +data are made available by the banc project led by Wei-Chung Allen Lee (Harvard) and collaborators including Zetta.ai. + +To access banc resources, you must have permissions to access the [banc +autosegmentation +dataset](https://banc-reconstruction.slack.com/archives/C01RZP5JH9C/p1616522511001900) +and have [confirmed your +acceptance](https://banc-reconstruction.slack.com/archives/C01RZP5JH9C/p1617404290005300) +of the banc proofreading and data ownership guidelines. At this point you should +have a linked Google account that will be authorised (see below) for access to +banc online resources. + +Broadly speaking the **bancr** package is a thin wrapper over the +[fafbseg](https://github.com/natverse/fafbseg) package setting up necessary +default paths etc. It is based on anothe wrapper for a separate project, +[fancr](https://github.com/flyconnectome/fancr). + +## Installation + +You can install the development version of bancr from github: + +```r +remotes::install_github('flyconnectome/bancr') +``` + +To do anything useful with the bancr package, you need authorisation to access +banc resources. To prove your authorisation for programmatic access you must +generate and store a token in your web browser after logging in to an approved +Google account. This should be streamlined by running the following command in R +(which will also set you up for Pythonic access via cloudvolume.) + +```r +# set up token - will open your browser to generate a new token +banc_set_token() +# if you already have one do +# banc_set_token("") +``` + +To check that everything is set up properly, try: + +```r +dr_banc() + +banc_xyz2id(cbind(34495, 82783, 1954), rawcoords=TRUE) +svids=banc_leaves("720575941650432785") +head(svids) +``` + +### Updating + +You can just repeat the install instructions, but this ensures +that all dependencies are updated: + +```r +remotes::install_github('flyconnectome/bancr') +``` diff --git a/_pkgdown.yml b/_pkgdown.yml new file mode 100644 index 0000000..cb24c84 --- /dev/null +++ b/_pkgdown.yml @@ -0,0 +1,31 @@ +url: https://flyconnectome.github.io/bancr +navbar: + structure: + left: + - home + - intro + - reference + - articles + - tutorials + - news + - help + right: + - natverse + - github + components: + home: + icon: fas fa-home fa-lg + href: index.html + reference: + text: Reference + href: reference/index.html + github: + icon: fab fa-github fa-lg + href: https://github.com/flyconnectome/bancr/ + natverse: + text: natverse + href: https://natverse.github.io + help: + text: Help + href: SUPPORT.html + diff --git a/banc b/banc new file mode 100644 index 0000000..e69de29 diff --git a/bancr.Rproj b/bancr.Rproj new file mode 100644 index 0000000..270314b --- /dev/null +++ b/bancr.Rproj @@ -0,0 +1,21 @@ +Version: 1.0 + +RestoreWorkspace: Default +SaveWorkspace: Default +AlwaysSaveHistory: Default + +EnableCodeIndexing: Yes +UseSpacesForTab: Yes +NumSpacesForTab: 2 +Encoding: UTF-8 + +RnwWeave: Sweave +LaTeX: pdfLaTeX + +AutoAppendNewline: Yes +StripTrailingWhitespace: Yes + +BuildType: Package +PackageUseDevtools: Yes +PackageInstallArgs: --no-multiarch --with-keep.source +PackageRoxygenize: rd,collate,namespace diff --git a/data/BANC.surf.rda b/data/BANC.surf.rda new file mode 100644 index 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zk9f_$5rciJB{zCIl9>c?mC;kf&A{BObIbi4QD{OAHPNd-sYSP~T25>}%iDEp$?RaZ z_uL0T%5~tRY(B;)*$>q&a>+M)Sr+Ns#^1WmX8jGr{IOsxJg#Z!i&x`r>YA(jMZR`! zE@g{G))Bo{TW2_n$tKBLSn0?MbE4&Fd_hLZ*S?fA^TXV6vd8p;rZ?8JsVP6smLjCr z0Vi^BNhY6}y`q-5B25Z8hy1&&^%!2yL+v%2IVuQOax0lym+kyrA13WU3!52^Q;N`}K`@|Bphc2M~i>F;x%eL_tUSY*0S!jyIJuZ_pDBg_0v#zVq zLk}8aq8Bu6`1ZvG1TP#c-_Guw!9`fWh8ydNDYd`b^{vKf%sJ1Svk{X#F5fjj}<20NHTw!`t0PVz_oyOnufnNPk^hf%Ypy$V_w&*iKWRPVuHGd#22B zUY65h3egE4X!()WA0*+&=K;|Z&*$`iHzyAa6vBJtm7M^d!q(ay6toE|PjxAhe67Fr z>eiEHOCAKbW2<%}=}+m*>{Xs|TJH@SuG=&+D+I1|lZziXD4j5{&M|>>{GLxF{l22~ zS;{ZLZuHzc&dedfAOPS36NL=2Jt!N8fTMrk%hu%jCAGMVksFfeuH|Py%sGWp6Ld&3p@ffh& zkrsh-4w`DjeFKfHp>^4A7mDhThMB*<CTfrXW{h#A#<-To{%hU>jU1|wh^pbKNT zN2j)`eY+f!RtiW%_r9|W?7d}*=*nF4TkLz?^FU0)7GrQHVU=3%pR)WTyj;&6FSu6j zpzGfBix&BhzwV=Lo(q|s#}dUHaFuXco?w`(2P*Fw\% + slice_max(weight, n = 20) \%>\% + banc_scene(open=TRUE) +} +\dontrun{ +# plot input and output synapses of a neuron +nclear3d() +fpi=banc_partners(banc_latestid("648518346481082458"), partners='in') +points3d(banc_raw2nm(fpi$post_pt_position), col='cyan') +fpo=banc_partners(banc_latestid("648518346481082458"), partners='out') +points3d(banc_raw2nm(fpo$pre_pt_position), col='red') +} +} +\seealso{ +\code{\link{flywire_partner_summary}}, \code{\link{banc_latestid}} +} diff --git a/man/banc_read_l2dp.Rd b/man/banc_read_l2dp.Rd new file mode 100644 index 0000000..eefe5af --- /dev/null +++ b/man/banc_read_l2dp.Rd @@ -0,0 +1,72 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/l2.R +\name{banc_read_l2dp} +\alias{banc_read_l2dp} +\alias{banc_read_l2skel} +\title{Read L2 skeleton or dotprops for BANC neurons using fafbseg-py} +\usage{ +banc_read_l2dp(id, OmitFailures = TRUE, dataset = NULL, ...) + +banc_read_l2skel(id, OmitFailures = TRUE, dataset = NULL, ...) +} +\arguments{ +\item{id}{One or more flywire ids} + +\item{OmitFailures}{Whether or not to drop neurons that cannot be read from +the results (rather than erroring out). Default \code{TRUE}.} + +\item{dataset}{An optional CAVE dataset name (expert use only, by default +will choose the standard banc dataset). See details.} + +\item{...}{Additional arguments passed to the +\code{fafbseg.flywire.l2_skeleton} or +\code{fafbseg.flywire.l2_dotprops}functions.} +} +\value{ +a \code{\link{neuronlist}} containing one or more +\code{\link{neuron}} or \code{\link{dotprops}} objects. Note that neurons +will be calibrated in \code{nm} while dotprops will be calibrated in microns. +} +\description{ +\code{banc_read_l2skel} reads one or more neurons as simplified +L2 skeletons. + +\code{banc_read_l2dp} reads one or more neurons as simplified +dotprops format. See \code{\link[fafbseg]{read_l2skel}}. +} +\details{ +\code{banc_read_l2dp} uses a special data structure for rapid +download of the dotprops version of neurons required for NBLASTing. It +leverages the python navis / fafbseg-py packages and you will need to +install these, typically using the \code{\link[fafbseg]{simple_python}} +function. + +\code{banc_read_l2skel} treats the dataset argument a little differently +than \code{banc_read_l2dp} because it actually needs to identify two data sources +a CAVE data + +See \code{\link[fafbseg]{read_l2skel}} for additional details of +} +\examples{ + +\dontrun{ +# one time install of necessary python packages +fafbseg::simple_python(pkgs="fafbseg") + +dnp42=c("648518346507131167", "648518346485772414") +dnp42.latest=banc_latestid(dnp42) +dnp42.dps <- banc_read_l2dp(dnp42.latest) + +# plot those +nclear3d() +plot3d(dnp42.dps, lwd=3) +# nb dotprops are always in microns +wire3d(banc.surf/1e3, col='grey') + +nclear3d() +dnp42.skel <- banc_read_l2skel(dnp42.latest) +plot3d(dnp42.skel, lwd=2) +# nb neuron skeletons are in nm +wire3d(banc.surf, col='grey') +} +} diff --git a/man/banc_read_neuroglancer_mesh.Rd b/man/banc_read_neuroglancer_mesh.Rd new file mode 100644 index 0000000..5a1b8e6 --- /dev/null +++ b/man/banc_read_neuroglancer_mesh.Rd @@ -0,0 +1,32 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/meshes.R +\name{banc_read_neuroglancer_mesh} +\alias{banc_read_neuroglancer_mesh} +\title{Read BANC euroglancer meshes, e.g., ROI meshes} +\usage{ +banc_read_neuroglancer_mesh( + x = 1, + url = + "https://www.googleapis.com/storage/v1/b/zetta_lee_fly_cns_001_kisuk/o/final\%2Fv2\%2Fvolume_meshes\%2Fmeshes\%2F{x}\%3A0.drc?alt=media&neuroglancer=610000b05b6497edcf20b78f29516970", + ... +) +} +\arguments{ +\item{x}{the numeric identifier that specifies the mesh to read, defaults to \code{1} the BANC outline mesh.} + +\item{url}{the URL that directs \code{bancr} to where BANC meshes are stored.} +} +\value{ +a mesh3d object for the specified mesh. +} +\description{ +Read BANC euroglancer meshes, e.g., ROI meshes +} +\examples{ +\dontrun{ +banc.mesh <- banc_read_neuroglancer_mesh() +} +} +\seealso{ +\code{\link{read_banc_meshes}} +} diff --git a/man/banc_rootid.Rd b/man/banc_rootid.Rd new file mode 100644 index 0000000..2f9fa40 --- /dev/null +++ b/man/banc_rootid.Rd @@ -0,0 +1,40 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/ids.R +\name{banc_rootid} +\alias{banc_rootid} +\title{Find the root identifier of a banc neuron} +\usage{ +banc_rootid(x, integer64 = FALSE, ...) +} +\arguments{ +\item{x}{One or more FlyWire segment ids} + +\item{integer64}{Whether to return ids as integer64 type (more compact but a +little fragile) rather than character (default \code{FALSE}).} + +\item{...}{Additional arguments passed to \code{pbapply::pbsapply} and +eventually to Python \code{cv$CloudVolume} object.} +} +\value{ +A vector of root ids (by default character) +} +\description{ +Find the root identifier of a banc neuron +} +\examples{ +\donttest{ +banc_rootid("73186243730767724") +} +} +\seealso{ +\code{\link{flywire_rootid}} + +Other banc-ids: +\code{\link{banc_cellid_from_segid}()}, +\code{\link{banc_ids}()}, +\code{\link{banc_islatest}()}, +\code{\link{banc_latestid}()}, +\code{\link{banc_leaves}()}, +\code{\link{banc_xyz2id}()} +} +\concept{banc-ids} diff --git a/man/banc_scene.Rd b/man/banc_scene.Rd new file mode 100644 index 0000000..744850f --- /dev/null +++ b/man/banc_scene.Rd @@ -0,0 +1,34 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/urls.R +\name{banc_scene} +\alias{banc_scene} +\title{Return a sample Neuroglancer scene URL for banc dataset} +\usage{ +banc_scene(ids = NULL, open = FALSE) +} +\arguments{ +\item{ids}{A set of root ids to include in the scene. Can also be a +data.frame.} + +\item{open}{Whether to open the URL in your browser (see +\code{\link{browseURL}})} +} +\value{ +A character vector containing a single Neuroglancer URL (invisibly +when \code{open=TRUE}). +} +\description{ +Return a sample Neuroglancer scene URL for banc dataset +} +\details{ +See +\href{https://banc-reconstruction.slack.com/archives/C01RZP5JH9C/p1616522511001900}{banc +slack} for details. +} +\examples{ +\dontrun{ +browseURL(banc_scene()) +banc_scene(open=T) +banc_scene("648518346498254576", open=T) +} +} diff --git a/man/banc_set_token.Rd b/man/banc_set_token.Rd new file mode 100644 index 0000000..30ec10a --- /dev/null +++ b/man/banc_set_token.Rd @@ -0,0 +1,18 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/cloudvolume.R +\name{banc_set_token} +\alias{banc_set_token} +\title{Set the token to be used to authenticate to banc autosegmentation resources} +\usage{ +banc_set_token(token = NULL) +} +\arguments{ +\item{token}{An optional token string. When missing you are prompted to +generate a new token via your browser.} +} +\value{ +The path to the token file (invisibly) +} +\description{ +Set the token to be used to authenticate to banc autosegmentation resources +} diff --git a/man/banc_voxdims.Rd b/man/banc_voxdims.Rd new file mode 100644 index 0000000..be84e5f --- /dev/null +++ b/man/banc_voxdims.Rd @@ -0,0 +1,45 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/coords.R +\name{banc_voxdims} +\alias{banc_voxdims} +\alias{banc_nm2raw} +\alias{banc_raw2nm} +\title{Handle raw and nm calibrated banc coordinates} +\usage{ +banc_voxdims(url = choose_banc(set = FALSE)[["fafbseg.sampleurl"]]) + +banc_nm2raw(x, vd = banc_voxdims()) + +banc_raw2nm(x, vd = banc_voxdims()) +} +\arguments{ +\item{url}{Optional neuroglancer URL containing voxel size. Defaults to +\code{getOption("fafbseg.sampleurl")} as set by +\code{\link{choose_banc}}.} + +\item{x}{3D coordinates in any form compatible with \code{\link{xyzmatrix}}} + +\item{vd}{The voxel dimensions in nm. Expert use only. Normally found +automatically.} +} +\value{ +For \code{banc_voxdims} A 3-vector + +for \code{banc_raw2nm} and \code{banc_nm2raw} an Nx3 matrix of +coordinates +} +\description{ +\code{banc_voxdims} returns the image voxel dimensions which +are normally used to scale between \bold{raw} and \bold{nm} coordinates. +} +\details{ +relies on nat >= 1.10.4 +} +\examples{ +banc_voxdims() +banc_raw2nm(c(159144, 22192, 3560)) +banc_raw2nm('159144 22192 3560') +\dontrun{ +banc_nm2raw(clipr::read_clip()) +} +} diff --git a/man/banc_xyz2id.Rd b/man/banc_xyz2id.Rd new file mode 100644 index 0000000..fe4ffb7 --- /dev/null +++ b/man/banc_xyz2id.Rd @@ -0,0 +1,59 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/ids.R +\name{banc_xyz2id} +\alias{banc_xyz2id} +\title{Convert xyz locations to root or supervoxel ids} +\usage{ +banc_xyz2id( + xyz, + rawcoords = FALSE, + voxdims = c(4.3, 4.3, 45), + root = TRUE, + ... +) +} +\arguments{ +\item{xyz}{One or more xyz locations as an Nx3 matrix or in any form +compatible with \code{\link[fafbseg]{xyzmatrix}} including \code{neuron} or +\code{mesh3d} surface objects.} + +\item{rawcoords}{whether the input values are raw voxel indices or in nm} + +\item{voxdims}{The voxel dimensions (in nm). See details.} + +\item{root}{Whether to return the root id of the whole segment rather than +the supervoxel id.} + +\item{...}{additional arguments passed to \code{pbapply} when looking up +multiple positions.} +} +\value{ +A character vector of segment ids, NA when lookup fails. +} +\description{ +Convert xyz locations to root or supervoxel ids +} +\details{ +This used to be very slow because we do not have a supervoxel +field on spine. + +I am somewhat puzzled by the voxel dimensions for banc. Neuroglancer +clearly shows voxel coordinates of 4.3x4.3x45. But in this function, the +voxel coordinates must be set to 4.25 in x-y to give the correct answers. +} +\examples{ +# a point from neuroglancer, should map to 648518346498932033 +banc_xyz2id(cbind(34495, 82783, 1954), rawcoords=TRUE) +} +\seealso{ +\code{\link{flywire_xyz2id}} + +Other banc-ids: +\code{\link{banc_cellid_from_segid}()}, +\code{\link{banc_ids}()}, +\code{\link{banc_islatest}()}, +\code{\link{banc_latestid}()}, +\code{\link{banc_leaves}()}, +\code{\link{banc_rootid}()} +} +\concept{banc-ids} diff --git a/man/bancr-package.Rd b/man/bancr-package.Rd new file mode 100644 index 0000000..95c6139 --- /dev/null +++ b/man/bancr-package.Rd @@ -0,0 +1,23 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/bancr-package.R +\docType{package} +\name{bancr-package} +\alias{bancr} +\alias{bancr-package} +\title{bancr: Support Access to the Brain And Nerve Cord (BANC) Dataset} +\description{ +Access to the BANC 'righty' EM dataset, focussing on support for BANC autosegmentation. Organised as a wrapper around the fafbseg package. +} +\seealso{ +Useful links: +\itemize{ + \item \url{https://github.com/flyconnectome/bancr} + \item Report bugs at \url{https://github.com/flyconnectome/bancr/issues} +} + +} +\author{ +\strong{Maintainer}: Alexnder Bates \email{alexander.shakeel.bates@gmail.com} (\href{https://orcid.org/0000-0002-1195-0445}{ORCID}) + +} +\keyword{internal} diff --git a/man/choose_banc.Rd b/man/choose_banc.Rd new file mode 100644 index 0000000..c9e890f --- /dev/null +++ b/man/choose_banc.Rd @@ -0,0 +1,48 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/urls.R +\name{choose_banc} +\alias{choose_banc} +\alias{with_banc} +\title{Choose or (temporarily) use the banc autosegmentation} +\usage{ +choose_banc(set = TRUE) + +with_banc(expr) +} +\arguments{ +\item{set}{Whether or not to permanently set the banc autosegmentation as the +default for \code{\link{fafbseg}} functions.} + +\item{expr}{An expression to evaluate while banc is the default +autosegmentation} +} +\value{ +If \code{set=TRUE} a list containing the previous values of the +relevant global options (in the style of \code{\link{options}}. If +\code{set=FALSE} a named list containing the option values. +} +\description{ +Choose or (temporarily) use the banc autosegmentation +} +\details{ +\code{bancr} inherits a significant amount of infrastructure from +the \code{\link{fafbseg}} package. This has the concept of the +\emph{active} autosegmentation, which in turn defines one or more R options +containing URIs pointing to voxel-wise segmentation, mesh etc data. These +are normally contained within a single neuroglancer URL which points to +multiple data layers. For banc this is the neuroglancer scene returned by +\code{\link{banc_scene}}. +} +\examples{ +\dontrun{ +choose_banc() +options()[grep("^fafbseg.*url", names(options()))] +} +\donttest{ +with_banc(fafbseg::flywire_islatest('648518346498254576')) +} +\dontrun{ +with_banc(fafbseg::flywire_latestid('648518346498254576')) +with_banc(fafbseg::flywire_latestid('648518346494405175')) +} +} diff --git a/man/dr_banc.Rd b/man/dr_banc.Rd new file mode 100644 index 0000000..468e447 --- /dev/null +++ b/man/dr_banc.Rd @@ -0,0 +1,19 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/cloudvolume.R +\name{dr_banc} +\alias{dr_banc} +\title{Print information about your banc setup including tokens and python modules} +\usage{ +dr_banc() +} +\description{ +Print information about your banc setup including tokens and python modules +} +\examples{ +\dontrun{ +dr_banc() +} +} +\seealso{ +\code{\link{dr_fafbseg}} +} diff --git a/man/read_banc_meshes.Rd b/man/read_banc_meshes.Rd new file mode 100644 index 0000000..92ea5f1 --- /dev/null +++ b/man/read_banc_meshes.Rd @@ -0,0 +1,45 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/meshes.R +\name{read_banc_meshes} +\alias{read_banc_meshes} +\title{Read one or more BANC neuron and nuclei meshes} +\usage{ +read_banc_meshes(ids, savedir = NULL, format = c("ply", "obj"), ...) +} +\arguments{ +\item{ids}{One or more root ids} + +\item{savedir}{An optional location to save downloaded meshes. This acts as a +simple but effective cache since flywire neurons change id whenever they +are edited.} + +\item{format}{whether to save meshes in Wavefront obj or Stanford poly +format. obj is the default but ply is a simpler and more compact format.} + +\item{...}{Additional arguments passed to +\code{fafbseg::\link{read_cloudvolume_meshes}}} + +\item{lod}{The level of detail (highest resolution is 0, default of 2 gives a +good overall morphology while 3 is also useful and smaller still).} + +\item{method}{How to treat the mesh object returned from neuroglancer, i.e. as +a \code{mesh3d} object or a \code{ply} mesh.} +} +\value{ +A \code{\link[nat]{neuronlist}} containing one or more \code{mesh3d} +objects. See \code{nat::\link[nat]{read.neurons}} for details. +} +\description{ +Read one or more BANC neuron and nuclei meshes +} +\examples{ +\donttest{ +neuron.mesh <- read_banc_meshes("720575941650432785") +plot3d(neuron.mesh, alpha = 0.1) +nucleus.mesh <- read_banc_meshes("72903876004544795") +plot3d(nucleus.mesh, col = "black") +} +} +\seealso{ +\code{fafbseg::\link{read_cloudvolume_meshes}} +} diff --git a/tests/spelling.R b/tests/spelling.R new file mode 100644 index 0000000..6713838 --- /dev/null +++ b/tests/spelling.R @@ -0,0 +1,3 @@ +if(requireNamespace('spelling', quietly = TRUE)) + spelling::spell_check_test(vignettes = TRUE, error = FALSE, + skip_on_cran = TRUE) diff --git a/tests/testthat.R b/tests/testthat.R new file mode 100644 index 0000000..a929e0b --- /dev/null +++ b/tests/testthat.R @@ -0,0 +1,4 @@ +library(testthat) +library(bancr) + +test_check("bancr") diff --git a/tests/testthat/test-ids.R b/tests/testthat/test-ids.R new file mode 100644 index 0000000..4293bd5 --- /dev/null +++ b/tests/testthat/test-ids.R @@ -0,0 +1,39 @@ +test_that("banc_xyz2id works", { + expect_equal(banc_xyz2id(cbind(34495, 82783, 1954), rawcoords=TRUE), + "648518346499897667") + + expect_equal( + banc_xyz2id(cbind(34495, 82783, 1954), rawcoords=TRUE, root=F), + "73186243730767724") +}) + + +test_that("banc_islatest works", { + expect_false(banc_islatest("648518346473954669")) + expect_false(isTRUE(all.equal( + banc_latestid("648518346473954669"), "648518346473954669"))) +}) + + +test_that("banc_ids works", { + expect_equal(banc_ids("648518346473954669"), "648518346473954669") + expect_equal(banc_ids("648518346473954669", integer64 = T), bit64::as.integer64("648518346473954669")) + + df1=data.frame(pt_root_id=bit64::as.integer64("648518346473954669")) + df2=data.frame(id=bit64::as.integer64("648518346473954669")) + + expect_equal(banc_ids(df1, integer64 = F), "648518346473954669") + expect_equal(banc_ids(df1), df1$pt_root_id) + expect_equal(banc_ids(df2, integer64 = F), "648518346473954669") +}) + + +test_that("banc_cellid_from_segid", { + rid=banc_latestid("648518346486614449") + expect_equal(banc_cellid_from_segid(rid),12967L) + + # skip this test because we can't be sure it will work + # expect_equal( + # banc_cellid_from_segid("648518346486614449", "2023-07-29 06:04:28 UTC"), + # 12967L) +}) diff --git a/tests/testthat/test-partners.R b/tests/testthat/test-partners.R new file mode 100644 index 0000000..623a422 --- /dev/null +++ b/tests/testthat/test-partners.R @@ -0,0 +1,4 @@ +test_that("banc_partner_summary works", { + expect_s3_class(banc_partner_summary(banc_latestid("648518346494405175"), partners = 'outputs'), + "data.frame") +}) diff --git a/tests/testthat/test-urls.R b/tests/testthat/test-urls.R new file mode 100644 index 0000000..1216d96 --- /dev/null +++ b/tests/testthat/test-urls.R @@ -0,0 +1,3 @@ +test_that("banc_scene works", { + expect_type(sc <- banc_scene("648518346498932033"), 'character') +}) diff --git a/tests/testthat/test-zetta-api.R b/tests/testthat/test-zetta-api.R new file mode 100644 index 0000000..d93f31b --- /dev/null +++ b/tests/testthat/test-zetta-api.R @@ -0,0 +1,8 @@ +test_that("changelog works", { + skip_if_offline() + skip_if_not(banc_token_available(), + message="Unable to obtain a banc access token") + expect_s3_class(res <- banc_change_log("648518346473954669"), "data.frame") + expect_named(res, c("operation_id", "timestamp", "user_id", "before_root_ids", + "after_root_ids", "is_merge", "user_name", "user_affiliation")) +})

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