url
stringlengths 55
59
| repository_url
stringclasses 1
value | labels_url
stringlengths 69
73
| comments_url
stringlengths 64
68
| events_url
stringlengths 62
66
| html_url
stringlengths 44
49
| id
int64 338k
1.06B
| node_id
stringlengths 18
32
| number
int64 1
44.6k
| title
stringlengths 1
590
| user
dict | labels
listlengths 0
9
| state
stringclasses 2
values | locked
bool 2
classes | assignee
dict | assignees
listlengths 0
5
| milestone
dict | comments
int64 0
477
| created_at
unknown | updated_at
unknown | closed_at
unknown | author_association
stringclasses 3
values | active_lock_reason
stringclasses 4
values | body
stringlengths 0
251k
⌀ | reactions
dict | timeline_url
stringlengths 64
68
| performed_via_github_app
float64 | draft
float64 0
1
⌀ | pull_request
dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
https://api.github.com/repos/pandas-dev/pandas/issues/801 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/801/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/801/comments | https://api.github.com/repos/pandas-dev/pandas/issues/801/events | https://github.com/pandas-dev/pandas/issues/801 | 3,280,524 | MDU6SXNzdWUzMjgwNTI0 | 801 | Investigate NA / datetime handling when doing subset/filtering operations | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 0 | "2012-02-18T18:37:25Z" | "2012-02-19T00:11:03Z" | "2012-02-19T00:11:03Z" | MEMBER | null | re:
```
mask = (df['Quradate'] >= date1) & (df['Quradate'] < date2)
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/801/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/801/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/802 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/802/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/802/comments | https://api.github.com/repos/pandas-dev/pandas/issues/802/events | https://github.com/pandas-dev/pandas/issues/802 | 3,281,360 | MDU6SXNzdWUzMjgxMzYw | 802 | Maybe add a range selection / boolean mask-generating instance method? | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 0 | "2012-02-18T21:38:12Z" | "2012-02-19T00:11:43Z" | "2012-02-19T00:11:43Z" | MEMBER | null | Something like `df[col].between(val1, val2)`
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/802/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/802/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/803 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/803/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/803/comments | https://api.github.com/repos/pandas-dev/pandas/issues/803/events | https://github.com/pandas-dev/pandas/issues/803 | 3,281,508 | MDU6SXNzdWUzMjgxNTA4 | 803 | Datetime64 pickling tests | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "C4A000",
"default": false,
"description": "pandas testing functions or related to the test suite",
"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Testing"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 1 | "2012-02-18T22:11:13Z" | "2012-02-22T15:35:46Z" | "2012-02-22T15:35:46Z" | CONTRIBUTOR | null | Make sure backward compatibility exists.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/803/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/803/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/804 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/804/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/804/comments | https://api.github.com/repos/pandas-dev/pandas/issues/804/events | https://github.com/pandas-dev/pandas/issues/804 | 3,282,307 | MDU6SXNzdWUzMjgyMzA3 | 804 | Add missing features from scikits.timeseries.DateArray to DatetimeIndex | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 1 | "2012-02-19T01:08:58Z" | "2012-04-23T17:17:38Z" | "2012-04-23T17:17:38Z" | MEMBER | null | All the InfoCalc related stuff in
https://github.com/pydata/pandas/blob/datetime64/pandas/src/timeseries/c_dates.c
stuff like week, day_of_year, etc.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/804/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/804/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/805 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/805/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/805/comments | https://api.github.com/repos/pandas-dev/pandas/issues/805/events | https://github.com/pandas-dev/pandas/issues/805 | 3,287,285 | MDU6SXNzdWUzMjg3Mjg1 | 805 | Add inplace option to DataFrame.drop_duplicates | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 0 | "2012-02-19T21:15:38Z" | "2012-05-19T17:17:49Z" | "2012-05-19T17:17:49Z" | MEMBER | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/805/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/805/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/806 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/806/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/806/comments | https://api.github.com/repos/pandas-dev/pandas/issues/806/events | https://github.com/pandas-dev/pandas/issues/806 | 3,287,843 | MDU6SXNzdWUzMjg3ODQz | 806 | Add fill_value argument to Series/DataFrame.align | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 2 | "2012-02-19T22:52:10Z" | "2012-02-24T21:10:05Z" | "2012-02-24T21:10:05Z" | MEMBER | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/806/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/806/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/807 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/807/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/807/comments | https://api.github.com/repos/pandas-dev/pandas/issues/807/events | https://github.com/pandas-dev/pandas/pull/807 | 3,305,366 | MDExOlB1bGxSZXF1ZXN0ODU4MjU5 | 807 | Issue #806 DataFrame/Series.align can now specify fill_value or fill_method | {
"avatar_url": "https://avatars.githubusercontent.com/u/759245?v=4",
"events_url": "https://api.github.com/users/changhiskhan/events{/privacy}",
"followers_url": "https://api.github.com/users/changhiskhan/followers",
"following_url": "https://api.github.com/users/changhiskhan/following{/other_user}",
"gists_url": "https://api.github.com/users/changhiskhan/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/changhiskhan",
"id": 759245,
"login": "changhiskhan",
"node_id": "MDQ6VXNlcjc1OTI0NQ==",
"organizations_url": "https://api.github.com/users/changhiskhan/orgs",
"received_events_url": "https://api.github.com/users/changhiskhan/received_events",
"repos_url": "https://api.github.com/users/changhiskhan/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/changhiskhan/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/changhiskhan/subscriptions",
"type": "User",
"url": "https://api.github.com/users/changhiskhan"
} | [] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 4 | "2012-02-21T04:11:10Z" | "2014-06-19T09:19:45Z" | "2012-02-23T19:46:40Z" | CONTRIBUTOR | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/807/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/807/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/807.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/807",
"merged_at": "2012-02-23T19:46:40Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/807.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/807"
} |
|
https://api.github.com/repos/pandas-dev/pandas/issues/808 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/808/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/808/comments | https://api.github.com/repos/pandas-dev/pandas/issues/808/events | https://github.com/pandas-dev/pandas/pull/808 | 3,306,589 | MDExOlB1bGxSZXF1ZXN0ODU4NTA4 | 808 | New offsets | {
"avatar_url": "https://avatars.githubusercontent.com/u/296164?v=4",
"events_url": "https://api.github.com/users/jseabold/events{/privacy}",
"followers_url": "https://api.github.com/users/jseabold/followers",
"following_url": "https://api.github.com/users/jseabold/following{/other_user}",
"gists_url": "https://api.github.com/users/jseabold/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jseabold",
"id": 296164,
"login": "jseabold",
"node_id": "MDQ6VXNlcjI5NjE2NA==",
"organizations_url": "https://api.github.com/users/jseabold/orgs",
"received_events_url": "https://api.github.com/users/jseabold/received_events",
"repos_url": "https://api.github.com/users/jseabold/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jseabold/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jseabold/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jseabold"
} | [] | closed | false | null | [] | null | 2 | "2012-02-21T05:55:35Z" | "2012-02-22T17:21:49Z" | "2012-02-22T17:22:57Z" | CONTRIBUTOR | null | These are the new offsets and frequency strings posted on the wiki.
I haven't included any deprecations because I'm not clear how this should work yet.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/808/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/808/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/808.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/808",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/808.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/808"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/809 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/809/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/809/comments | https://api.github.com/repos/pandas-dev/pandas/issues/809/events | https://github.com/pandas-dev/pandas/issues/809 | 3,312,180 | MDU6SXNzdWUzMzEyMTgw | 809 | Problem with datetime and HDFStore | {
"avatar_url": "https://avatars.githubusercontent.com/u/1262441?v=4",
"events_url": "https://api.github.com/users/mattias-lundell/events{/privacy}",
"followers_url": "https://api.github.com/users/mattias-lundell/followers",
"following_url": "https://api.github.com/users/mattias-lundell/following{/other_user}",
"gists_url": "https://api.github.com/users/mattias-lundell/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/mattias-lundell",
"id": 1262441,
"login": "mattias-lundell",
"node_id": "MDQ6VXNlcjEyNjI0NDE=",
"organizations_url": "https://api.github.com/users/mattias-lundell/orgs",
"received_events_url": "https://api.github.com/users/mattias-lundell/received_events",
"repos_url": "https://api.github.com/users/mattias-lundell/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/mattias-lundell/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/mattias-lundell/subscriptions",
"type": "User",
"url": "https://api.github.com/users/mattias-lundell"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 8 | "2012-02-21T14:43:49Z" | "2012-05-13T04:38:55Z" | "2012-05-13T04:38:29Z" | NONE | null | When storing a DataFrame using HDFStore the datetime information is altered. My guess is that there is some problem with daylight saving and time zones when the DataFrame is loaded from the h5 file. An example:
```
In [1]: from pandas import *
In [2]: df = DataFrame([0,1], [datetime(2011, 3, 27, 2, 2, 2),datetime(2011, 3, 27, 3, 2, 2)])
In [3]: s = HDFStore("test.h5")
In [4]: s["test"] = df
In [5]: df
Out[5]:
0
2011-03-27 02:02:02 0
2011-03-27 03:02:02 1
In [6]: s["test"]
Out[6]:
0
2011-03-27 03:02:02 0
2011-03-27 03:02:02 1
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/809/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/809/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/810 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/810/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/810/comments | https://api.github.com/repos/pandas-dev/pandas/issues/810/events | https://github.com/pandas-dev/pandas/issues/810 | 3,330,286 | MDU6SXNzdWUzMzMwMjg2 | 810 | nosetests errors/failures --> install issue? | {
"avatar_url": "https://avatars.githubusercontent.com/u/1094464?v=4",
"events_url": "https://api.github.com/users/lodagro/events{/privacy}",
"followers_url": "https://api.github.com/users/lodagro/followers",
"following_url": "https://api.github.com/users/lodagro/following{/other_user}",
"gists_url": "https://api.github.com/users/lodagro/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/lodagro",
"id": 1094464,
"login": "lodagro",
"node_id": "MDQ6VXNlcjEwOTQ0NjQ=",
"organizations_url": "https://api.github.com/users/lodagro/orgs",
"received_events_url": "https://api.github.com/users/lodagro/received_events",
"repos_url": "https://api.github.com/users/lodagro/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/lodagro/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/lodagro/subscriptions",
"type": "User",
"url": "https://api.github.com/users/lodagro"
} | [] | closed | false | null | [] | null | 5 | "2012-02-22T10:00:26Z" | "2012-02-23T20:30:48Z" | "2012-02-22T15:53:28Z" | CONTRIBUTOR | null | Pulled in master and installed. Running nosetests gave 47 errors, 5 failures.
Removed build directory, all *.so files and site_packages/pandas dir/files and tried again -- same.
Listing errors (many occured in several tests):
``` python
lib/python2.7/site-packages/pandas-0.8.0.dev_4e4b2f5-py2.7-linux-x86_64.egg/pandas/core/series.py", line 98, in na_op result = lib.scalar_compare(x, y, op)
AttributeError: 'module' object has no attribute 'scalar_compare'
lib/python2.7/site-packages/pandas-0.8.0.dev_4e4b2f5-py2.7-linux-x86_64.egg/pandas/core/index.py", line 283, in format
values = lib.maybe_convert_objects(values, safe=1)
File "inference.pyx", line 230, in pandas._tseries.maybe_convert_objects (pandas/src/tseries.c:64416)
TypeError: maybe_convert_objects() got an unexpected keyword argument 'safe'
InvalidOperation: comparison involving NaN
lib/python2.7/site-packages/pandas-0.8.0.dev_4e4b2f5-py2.7-linux-x86_64.egg/pandas/core/series.py", line 98, in na_op
result = lib.scalar_compare(x, y, op)
AttributeError: 'module' object has no attribute 'scalar_compare'
lib/python2.7/site-packages/pandas-0.8.0.dev_4e4b2f5-py2.7-linux-x86_64.egg/pandas/core/internals.py", line 227, in _pad
_method = lib.pad_2d_inplace_float64
AttributeError: 'module' object has no attribute 'pad_2d_inplace_float64
lib/python2.7/site-packages/pandas-0.8.0.dev_4e4b2f5-py2.7-linux-x86_64.egg/pandas/core/internals.py", line 237, in _backfill
_method = lib.backfill_2d_inplace_float64
AttributeError: 'module' object has no attribute 'backfill_2d_inplace_float64'
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/810/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/810/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/811 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/811/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/811/comments | https://api.github.com/repos/pandas-dev/pandas/issues/811/events | https://github.com/pandas-dev/pandas/issues/811 | 3,340,762 | MDU6SXNzdWUzMzQwNzYy | 811 | DataFrame.join can not have datetime as column names | {
"avatar_url": "https://avatars.githubusercontent.com/u/1462203?v=4",
"events_url": "https://api.github.com/users/turkeytest/events{/privacy}",
"followers_url": "https://api.github.com/users/turkeytest/followers",
"following_url": "https://api.github.com/users/turkeytest/following{/other_user}",
"gists_url": "https://api.github.com/users/turkeytest/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/turkeytest",
"id": 1462203,
"login": "turkeytest",
"node_id": "MDQ6VXNlcjE0NjIyMDM=",
"organizations_url": "https://api.github.com/users/turkeytest/orgs",
"received_events_url": "https://api.github.com/users/turkeytest/received_events",
"repos_url": "https://api.github.com/users/turkeytest/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/turkeytest/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/turkeytest/subscriptions",
"type": "User",
"url": "https://api.github.com/users/turkeytest"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 4 | "2012-02-22T19:06:53Z" | "2012-02-24T22:40:46Z" | "2012-02-24T22:40:46Z" | NONE | null | Issue:
For DataFrameA.join( DataFrameB , on = 'somecol' ), DataFrameB can not have datetime objects as column labels
Example:
from datetime import datetime
from pandas import DataFrame
str_dates = [ '20120209' , '20120222' ]
dt_dates = [ datetime(2012,2,9) , datetime(2012,2,22)]
A = DataFrame(str_dates , index = range(2) , columns = ['aa'] )
B = DataFrame([[1,2],[3,4]] , index = str_dates , columns = str_dates)
C = DataFrame([[1,2],[3,4]] , index = str_dates , columns = dt_dates )
works = A.join( B , on = 'aa' ) # works -- extra column labels are string
fails = A.join( C , on = 'aa' ) # fails -- extra column labels are datetime
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/811/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/811/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/812 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/812/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/812/comments | https://api.github.com/repos/pandas-dev/pandas/issues/812/events | https://github.com/pandas-dev/pandas/issues/812 | 3,347,341 | MDU6SXNzdWUzMzQ3MzQx | 812 | Reindex with Series with name field drops name | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 0 | "2012-02-22T22:05:00Z" | "2016-10-12T23:02:49Z" | "2012-02-24T18:56:22Z" | MEMBER | null | ```
In [34]: df2.pivot('Date', 'Individual')
Out[34]:
Exercises
Individual 1 2
Date
1/1/2001 10 NaN
1/3/2001 NaN 5
In [35]: df2.pivot('Date', 'Individual').reindex(df['Date'])
Out[35]:
Exercises
Individual 1 2
1/1/2001 10 NaN
1/2/2001 NaN NaN
1/3/2001 NaN 5
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/812/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/812/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/813 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/813/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/813/comments | https://api.github.com/repos/pandas-dev/pandas/issues/813/events | https://github.com/pandas-dev/pandas/issues/813 | 3,348,120 | MDU6SXNzdWUzMzQ4MTIw | 813 | Implement ordered merge function | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 1 | "2012-02-22T22:43:28Z" | "2012-05-15T19:19:43Z" | "2012-05-15T19:18:20Z" | MEMBER | null | Something like this:
```
In [87]: df
Out[87]:
Date Px
0 1/1/2001 21.2
1 1/2/2001 22.0
2 1/3/2001 25.0
In [88]: df2
Out[88]:
Individual Date Exercises
0 1 1/1/2001 10
1 2 1/3/2001 5
In [89]: f = lambda x: merge(x, df, how='outer')
In [90]: concat([f(y) for x, y in df2.groupby('Individual')], ignore_index=False)
Out[90]:
Individual Date Exercises Px
0 1 1/1/2001 10 21.2
1 NaN 1/2/2001 NaN 22.0
2 NaN 1/3/2001 NaN 25.0
0 NaN 1/1/2001 NaN 21.2
1 NaN 1/2/2001 NaN 22.0
2 2 1/3/2001 5 25.0
```
but should be able to propagate certain fields and allow others to be NA
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/813/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/813/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/814 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/814/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/814/comments | https://api.github.com/repos/pandas-dev/pandas/issues/814/events | https://github.com/pandas-dev/pandas/issues/814 | 3,351,401 | MDU6SXNzdWUzMzUxNDAx | 814 | GroupBy case results in malformed DataFrame | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 0 | "2012-02-23T04:25:57Z" | "2012-02-23T04:57:24Z" | "2012-02-23T04:57:24Z" | MEMBER | null | ```
In [19]: d
Out[19]:
group zeros ones label
0 g1 0 1 l1
1 g2 0 1 l2
In [20]: d.groupby(['group']).mean()
Out[20]:
ones zeros
group
g1 1 0
g2 1 0
In [21]: d.groupby(['group']).mean().values
Out[21]:
array([[ 0., 1.],
[ 0., 1.]])
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/814/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/814/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/815 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/815/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/815/comments | https://api.github.com/repos/pandas-dev/pandas/issues/815/events | https://github.com/pandas-dev/pandas/issues/815 | 3,351,567 | MDU6SXNzdWUzMzUxNTY3 | 815 | Add more careful check preventing malformed BlockManager | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 0 | "2012-02-23T04:56:54Z" | "2012-05-19T19:18:37Z" | "2012-05-19T19:18:37Z" | MEMBER | null | see #814
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/815/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/815/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/816 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/816/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/816/comments | https://api.github.com/repos/pandas-dev/pandas/issues/816/events | https://github.com/pandas-dev/pandas/issues/816 | 3,351,607 | MDU6SXNzdWUzMzUxNjA3 | 816 | np.diff fails when called on a Series | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "fbca04",
"default": false,
"description": "Related to non-user accessible pandas implementation",
"id": 49094459,
"name": "Internals",
"node_id": "MDU6TGFiZWw0OTA5NDQ1OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Internals"
}
] | closed | false | null | [] | {
"closed_at": "2013-12-30T19:53:14Z",
"closed_issues": 1076,
"created_at": "2012-11-15T23:33:37Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "RC1 ANN went out on 2013-12-6: https://groups.google.com/forum/#!topic/pydata/OHutLByJvK0\r\nTwo weeks, clear all reported bugs then call it on 2013-12-20. \r\n(@y-p)\r\n\r\nsince we've had some bugs reported at a high enough rate, extending rc by one\r\nweek until 2013-12-27. \r\n(@y-p)\r\n\r\nBumping to clear debian sparc\r\n2013-12-30. \r\n(@y-p)",
"due_on": "2013-12-30T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/18",
"id": 213925,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/18/labels",
"node_id": "MDk6TWlsZXN0b25lMjEzOTI1",
"number": 18,
"open_issues": 0,
"state": "closed",
"title": "0.13",
"updated_at": "2017-07-22T19:00:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/18"
} | 6 | "2012-02-23T05:05:39Z" | "2013-08-16T19:27:44Z" | "2013-08-16T19:27:44Z" | MEMBER | null | ```
In [13]: s = Series(np.arange(10))
In [14]: np.diff(s)
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
/home/wesm/code/pandas/<ipython-input-14-b5f9fe77ab7c> in <module>()
----> 1 np.diff(s)
/usr/lib/epd-7.1/lib/python2.7/site-packages/numpy/lib/function_base.pyc in diff(a, n, axis)
975 return diff(a[slice1]-a[slice2], n-1, axis=axis)
976 else:
--> 977 return a[slice1]-a[slice2]
978
979 def interp(x, xp, fp, left=None, right=None):
/home/wesm/code/pandas/pandas/core/series.pyc in __getitem__(self, key)
392 key = np.asarray(key, dtype=bool)
393
--> 394 return self._get_with(key)
395
396 def _get_with(self, key):
/home/wesm/code/pandas/pandas/core/series.pyc in _get_with(self, key)
406 else:
407 if isinstance(key, tuple):
--> 408 return self._get_values_tuple(key)
409
410 if not isinstance(key, (list, np.ndarray)): # pragma: no cover
/home/wesm/code/pandas/pandas/core/series.pyc in _get_values_tuple(self, key)
437
438 if not isinstance(self.index, MultiIndex):
--> 439 raise ValueError('Can only tuple-index with a MultiIndex')
440
441 # If key is contained, would have returned by now
ValueError: Can only tuple-index with a MultiIndex
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/816/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/816/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/817 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/817/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/817/comments | https://api.github.com/repos/pandas-dev/pandas/issues/817/events | https://github.com/pandas-dev/pandas/issues/817 | 3,358,008 | MDU6SXNzdWUzMzU4MDA4 | 817 | Groupby performance discrepency in timestamped data | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
}
] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 0 | "2012-02-23T15:54:34Z" | "2012-02-24T20:50:26Z" | "2012-02-24T20:50:26Z" | CONTRIBUTOR | null | From mailing list
serie = pandas.io.parsers.read_csv(f, parse_dates=True,
date_parser=dateParser, index_col=0)
dateRange = pandas.DateRange(start, end, offset=5 *
pandas.datetools.Minute())
grouped = serie.groupby(dateRange.asof)
# version 1
t = time()
for date in serie.index:
k = grouped.grouper(date) # returns the key of the group where
date belongs
g = grouped.get_group(k)
print time()-t
# version 2
t = time()
for date in serie.index:
k = grouped.grouper(date)
g = serie.ix[grouped.groups[k]]
print time()-t
serie is something looking like this (financial data indexed with
datetime)
<class 'pandas.core.frame.DataFrame'>
Index: 476640 entries, 2011-01-03 00:00:00 to 2011-11-29 23:59:00
Data columns:
Open 476640 non-null values
High 476640 non-null values
Low 476640 non-null values
Close 476640 non-null values
Volume 476640 non-null values
dtypes: float64(5)
For 100.000 elts, version 1 performs in 480 secs, while version 2
takes only 25 secs
For the full 460.000 elts, we then get about 40 mins and 135 secs
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/817/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/817/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/818 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/818/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/818/comments | https://api.github.com/repos/pandas-dev/pandas/issues/818/events | https://github.com/pandas-dev/pandas/issues/818 | 3,358,161 | MDU6SXNzdWUzMzU4MTYx | 818 | izip iterator method for DataFrame | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
}
] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 0 | "2012-02-23T16:03:18Z" | "2012-02-24T17:59:57Z" | "2012-02-24T17:59:57Z" | CONTRIBUTOR | null | From mailing list:
Out of curiosity, is there a reason returning an izip iterator of the
index + cols isn't DataFrame method? I've got the following in my
toolbox now:
def iziprows(df):
series = [df[col] for col in df.columns]
series.insert(0,
df.index)
return izip(*series)
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/818/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/818/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/819 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/819/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/819/comments | https://api.github.com/repos/pandas-dev/pandas/issues/819/events | https://github.com/pandas-dev/pandas/issues/819 | 3,358,618 | MDU6SXNzdWUzMzU4NjE4 | 819 | Bug in groupby when as_index=False | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
}
] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 1 | "2012-02-23T16:28:07Z" | "2012-02-24T19:01:43Z" | "2012-02-24T19:01:40Z" | CONTRIBUTOR | null | Recreation:
```
In [2]: paste
In [357]: df = DataFrame({'A' : ['foo', 'bar', 'foo', 'bar',
.....: 'foo', 'bar', 'foo', 'foo'],
.....: 'B' : ['one', 'one', 'two', 'three',
.....: 'two', 'two', 'one', 'three'],
.....: 'C' : randn(8), 'D' : randn(8)})
## -- End pasted text --
In [3]: grouped = df.groupby(['A', 'B'], as_index=False)
In [4]: x = grouped['C'].agg({ 'Q' : np.sum})
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/819/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/819/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/820 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/820/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/820/comments | https://api.github.com/repos/pandas-dev/pandas/issues/820/events | https://github.com/pandas-dev/pandas/issues/820 | 3,358,752 | MDU6SXNzdWUzMzU4NzUy | 820 | dtype of result of string comparison wrong | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 0 | "2012-02-23T16:34:54Z" | "2012-02-23T17:03:50Z" | "2012-02-23T17:03:50Z" | CONTRIBUTOR | null | Recreation from mailing list, works in 0.7 but not in master:
```
from pandas import *
df = DataFrame([{ "a" : 1, "b" : "foo" }, {"a" : 2, "b" : "bar"}])
print df
mask_a = df.a > 1
print "Mask A"
print mask_a
print mask_a.dtype
print df[mask_a]
print df[-mask_a]
mask_b = df.b == "foo"
print "Mask B"
print mask_b
print mask_b.values.dtype
print df[mask_b]
print df[-mask_b]
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/820/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/820/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/821 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/821/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/821/comments | https://api.github.com/repos/pandas-dev/pandas/issues/821/events | https://github.com/pandas-dev/pandas/issues/821 | 3,361,300 | MDU6SXNzdWUzMzYxMzAw | 821 | Implement fast C, C++, or Cython file parser | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2013-01-18T04:50:20Z",
"closed_issues": 276,
"created_at": "2012-06-27T14:43:01Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-12-08T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/14",
"id": 137852,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/14/labels",
"node_id": "MDk6TWlsZXN0b25lMTM3ODUy",
"number": 14,
"open_issues": 0,
"state": "closed",
"title": "0.10",
"updated_at": "2013-07-29T03:20:45Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/14"
} | 0 | "2012-02-23T19:14:24Z" | "2012-11-02T14:13:22Z" | "2012-11-02T14:13:22Z" | MEMBER | null | Goal: reduced memory footprint, better speed, more flexibility about dtypes of output arrays. should be able to output either structured arrays or DataFrame. Maybe contribute portions to NumPy once done but that's somewhat secondary
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/821/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/821/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/822 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/822/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/822/comments | https://api.github.com/repos/pandas-dev/pandas/issues/822/events | https://github.com/pandas-dev/pandas/issues/822 | 3,363,879 | MDU6SXNzdWUzMzYzODc5 | 822 | Non-string columns should get casted to string in DataFrame.to_records | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 0 | "2012-02-23T21:59:08Z" | "2016-10-12T23:02:49Z" | "2012-02-24T20:58:23Z" | MEMBER | null | data like this
```
In [36]: df
Out[36]:
0 1 2 3 4 5 6 7 8 9
0 2.1670 1.7100 0.61340 3.0150 2.5060 0.6787 1.6970 4.0460 1.2010 0.6134
1 1.2920 0.6526 0.33930 0.9789 1.9320 0.3915 0.6526 1.9710 1.0310 0.5221
2 0.4176 0.3002 0.01305 0.3132 0.5351 0.1566 0.2088 0.5612 0.1436 0.2349
3 3.2760 1.0700 0.52210 1.2140 1.8010 0.6917 1.7620 2.3360 0.7961 0.6134
4 2.2840 2.4800 0.41760 1.4100 1.8010 0.5221 0.8092 3.8370 1.1490 0.5743
5 0.4699 0.2349 0.26100 0.3393 0.4699 0.1044 0.2088 0.6526 0.3915 0.1175
6 1.6310 0.8222 0.30020 1.2920 1.1090 0.1697 0.4960 1.1350 0.4568 0.5743
7 3.8760 2.0100 0.53510 2.2840 3.5110 0.8875 1.2010 2.3100 1.2790 0.8222
8 0.7831 0.9397 0.18270 0.4960 0.6265 0.4046 0.3524 0.7178 0.3132 0.1436
9 0.8353 0.4829 0.28710 0.6265 0.7570 0.2219 0.5351 0.6787 0.3002 0.1044
```
and
```
In [35]: df.to_records()
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
/home/wesm/Dropbox/book/svn/<ipython-input-35-6d3142e97d2d> in <module>()
----> 1 df.to_records()
/home/wesm/code/pandas/pandas/core/frame.pyc in to_records(self, index)
716 names = list(self.columns)
717
--> 718 return np.rec.fromarrays(arrays, names=names)
719
720 @classmethod
/home/wesm/epd/lib/python2.7/site-packages/numpy/core/records.pyc in fromarrays(arrayList, dtype, shape, formats, names, titles, aligned, byteorder)
540 _names = descr.names
541 else:
--> 542 parsed = format_parser(formats, names, titles, aligned, byteorder)
543 _names = parsed._names
544 descr = parsed._descr
/home/wesm/epd/lib/python2.7/site-packages/numpy/core/records.pyc in __init__(self, formats, names, titles, aligned, byteorder)
142 def __init__(self, formats, names, titles, aligned=False, byteorder=None):
143 self._parseFormats(formats, aligned)
--> 144 self._setfieldnames(names, titles)
145 self._createdescr(byteorder)
146 self.dtype = self._descr
/home/wesm/epd/lib/python2.7/site-packages/numpy/core/records.pyc in _setfieldnames(self, names, titles)
177 raise NameError, "illegal input names %s" % `names`
178
--> 179 self._names = [n.strip() for n in names[:self._nfields]]
180 else:
181 self._names = []
AttributeError: 'numpy.int64' object has no attribute 'strip'
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/822/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/822/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/823 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/823/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/823/comments | https://api.github.com/repos/pandas-dev/pandas/issues/823/events | https://github.com/pandas-dev/pandas/issues/823 | 3,365,749 | MDU6SXNzdWUzMzY1NzQ5 | 823 | Handling of dict return values in groupby.apply | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 0 | "2012-02-24T00:03:42Z" | "2012-05-12T16:53:13Z" | "2012-05-12T16:53:13Z" | MEMBER | null | Should be treated the same as returning Series
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/823/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/823/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/824 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/824/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/824/comments | https://api.github.com/repos/pandas-dev/pandas/issues/824/events | https://github.com/pandas-dev/pandas/issues/824 | 3,373,553 | MDU6SXNzdWUzMzczNTUz | 824 | provide rebuild option in appending to an HDFStore | {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | null | 1 | "2012-02-24T14:58:59Z" | "2012-11-24T22:22:34Z" | "2012-11-24T22:22:34Z" | CONTRIBUTOR | null | currently if you try to append to an existing table in an HDFStore and the fields are different from the existing fields,
pandas raises an Exception("append items do not match existing")
the reason for this the current structure of an HDFStore table is: index (time column), column (a string), values (a float array)
the values are in the order of the fields propertery in _v_attrs; so appending a different order (or different columns) invalidates the read-back mechanism, so we don't allow this
rebuilding is simple: read in the existing idea, concatenate with new data (which automatically reindexes), rename the existing file, write back the data file (could also write to a new file, then rename existing file, and rename new file to original file name - more atomic this way)
here is code that does this externally to HDFStore:
self.store is the HDFStore object (open,close methods are pretty simple so didn't show them)
```
def append(self, data, is_verbose = False, is_rebuild = True):
""" store a data object to a file """
if data is not None:
if not self.open(is_writer = True): return None
try:
self.store.append(self.label,data)
except (Exception), detail:
if is_rebuild and str(detail).startswith("appended items do not match existing items"):
self.rebuild(data)
else:
raise
finally:
self.close()
if self.is_verbose or is_verbose:
self.show_pretty('append', data = data)
def rebuild(self, data):
""" append to existiing data with a rebuild """
self.lo("rebuilding datafile -> [file->%s]" % self.file)
try:
# read it in, index and append
self.close()
new_data = apandas.Panel.append_many([self.select(), data])
# rename it
import os
os.rename(self.file, self.file + '.hdf_append_bak')
# write again
self.open(is_writer = True)
self.store.append(self.label,new_data)
self.lo("successful in append adjustment-> [file->%s]" % self.file)
except (Exception), detail:
self.lo("error in rebuild -> [file->%s] %s -> bailing out!" % (self.file,detail))
raise
```
as you can see - right now I have to catch and match a specific error, so this ideally would be done internally in HDFStore._write_table
one thing I don't handle is recompressing the original file to the filters that are currently present
Jeff
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/824/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/824/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/825 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/825/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/825/comments | https://api.github.com/repos/pandas-dev/pandas/issues/825/events | https://github.com/pandas-dev/pandas/issues/825 | 3,374,850 | MDU6SXNzdWUzMzc0ODUw | 825 | Maybe add limit option to fillna | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 0 | "2012-02-24T16:18:57Z" | "2012-04-04T22:39:32Z" | "2012-04-04T22:39:32Z" | MEMBER | null | For padding / backfilling, to limit extent
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/825/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/825/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/826 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/826/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/826/comments | https://api.github.com/repos/pandas-dev/pandas/issues/826/events | https://github.com/pandas-dev/pandas/issues/826 | 3,378,547 | MDU6SXNzdWUzMzc4NTQ3 | 826 | Try to workaround Yahoo! finance 404 errors, better error messages | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 2 | "2012-02-24T20:18:45Z" | "2012-06-11T17:54:35Z" | "2012-06-11T17:53:35Z" | MEMBER | null | randomly get this crap
```
import pandas
import pandas.io.data as pd
def get_close(ticker, start, end):
stock = pd.DataReader(ticker, 'yahoo', start, end)
adj_close = stock['Adj Close']
return adj_close[-1]
start = datetime.datetime(2010,1,1)
end = datetime.datetime(2012,1,24)
ticker = ['TLT', 'IEF', 'IYR', 'XLY', 'XLK', 'XLU', 'XLV', 'XLP', 'XLI', 'XLF', 'XLB', 'XLE', 'SPY', 'EFA', 'EEM', 'EWJ', 'IWM', 'QQQ', 'LQD', 'JNK']
for t in ticker:
result = get_close(t, start, end)
print t,result
## -- End pasted text --
TLT 116.17
IEF 104.15
IYR 59.52
XLY 41.25
XLK 26.87
XLU 34.47
---------------------------------------------------------------------------
Exception Traceback (most recent call last)
/home/wesm/code/pandas/<ipython-input-7-eb9190ce71e6> in <module>()
17
18 for t in ticker:
---> 19 result = get_close(t, start, end)
20 print t,result
/home/wesm/code/pandas/<ipython-input-7-eb9190ce71e6> in get_close(ticker, start, end)
6 def get_close(ticker, start, end):
7
----> 8 stock = pd.DataReader(ticker, 'yahoo', start, end)
9 adj_close = stock['Adj Close']
10
/home/wesm/code/pandas/pandas/io/data.pyc in DataReader(name, data_source, start, end)
51
52 if(data_source == "yahoo"):
---> 53 return get_data_yahoo(name=name, start=start, end=end)
54 elif(data_source == "fred"):
55 return get_data_fred(name=name, start=start, end=end)
/home/wesm/code/pandas/pandas/io/data.pyc in get_data_yahoo(name, start, end)
133
134 lines = urllib.urlopen(url).read()
--> 135 return read_csv(StringIO(lines), index_col=0, parse_dates=True)[::-1]
136
137 def get_data_fred(name=None, start=dt.datetime(2010, 1, 1),
/home/wesm/code/pandas/pandas/io/parsers.pyc in read_csv(filepath_or_buffer, sep, header, index_col, names, skiprows, na_values, parse_dates, date_parser, nrows, iterator, chunksize, skip_footer, converters, verbose, delimiter, encoding)
125 return parser
126
--> 127 return parser.get_chunk()
128
129 @Appender(_read_table_doc)
/home/wesm/code/pandas/pandas/io/parsers.pyc in get_chunk(self, rows)
483
484 if len(self.columns) != len(zipped_content):
--> 485 raise Exception('wrong number of columns')
486
487 data = dict((k, v) for k, v in izip(self.columns, zipped_content))
Exception: wrong number of columns
In [8]: %debug
> /home/wesm/code/pandas/pandas/io/parsers.py(485)get_chunk()
484 if len(self.columns) != len(zipped_content):
--> 485 raise Exception('wrong number of columns')
486
ipdb> u
> /home/wesm/code/pandas/pandas/io/parsers.py(127)read_csv()
126
--> 127 return parser.get_chunk()
128
ipdb>
> /home/wesm/code/pandas/pandas/io/data.py(135)get_data_yahoo()
134 lines = urllib.urlopen(url).read()
--> 135 return read_csv(StringIO(lines), index_col=0, parse_dates=True)[::-1]
136
ipdb> lines
'<!doctype html public "-//W3C//DTD HTML 4.01//EN" "http://www.w3.org/TR/html4/strict.dtd">\n<html><head><title>Yahoo! - 404 Not Found</title><style>\n/* nn4 hide */ \n/*/*/\nbody {font:small/1.2em arial,helvetica,clean,sans-serif;font:x-small;text-align:center;}table {font-size:inherit;font:x-small;}\nhtml>body {font:83%/1.2em arial,helvetica,clean,sans-serif;}input {font-size:100%;vertical-align:middle;}p, form {margin:0;padding:0;}\np {padding-bottom:6px;margin-bottom:10px;}#doc {width:48.5em;margin:0 auto;border:1px solid #fff;text-align:center;}#ygma {text-align:right;margin-bottom:53px}\n#ygma img {float:left;}#ygma div {border-bottom:1px solid #ccc;padding-bottom:8px;margin-left:152px;}#bd {clear:both;text-align:left;width:75%;margin:0 auto 20px;}\nh1 {font-size:135%;text-align:center;margin:0 0 15px;}legend {display:none;}fieldset {border:0 solid #fff;padding:.8em 0 .8em 4.5em;}\nform {position:relative;background:#eee;margin-bottom:15px;border:1px solid #ccc;border-width:1px 0;}\n#s1p {width:15em;margin-right:.1em;}\nform span {position:absolute;left:70%;top:.8em;}form a {font:78%/1.2em arial;display:block;padding-left:.8em;white-space:nowrap;background: url(http://l.yimg.com/a/i/s/bullet.gif) no-repeat left center;} \nform .sep {display:none;}.more {text-align:center;}#ft {padding-top:10px;border-top:1px solid #999;}#ft p {text-align:center;font:78% arial;}\n/* end nn4 hide */\n</style></head>\n<body><div id="doc">\n<div id="ygma"><a href="http://us.rd.yahoo.com/404/*http://www.yahoo.com"><img\nsrc=http://l.yimg.com/a/i/yahoo.gif\nwidth=147 height=31 border=0 alt="Yahoo!"></a><div><a\nhref="http://us.rd.yahoo.com/404/*http://www.yahoo.com">Yahoo!</a>\n - <a href="http://us.rd.yahoo.com/404/*http://help.yahoo.com">Help</a></div></div>\n<div id="bd"><h1>Sorry, the page you requested was not found.</h1>\n<p>Please check the URL for proper spelling and capitalization. If\nyou\'re having trouble locating a destination on Yahoo!, try visiting the\n<strong><a\nhref="http://us.rd.yahoo.com/404/*http://www.yahoo.com">Yahoo! home\npage</a></strong> or look through a list of <strong><a\nhref="http://us.rd.yahoo.com/404/*http://docs.yahoo.com/docs/family/more/">Yahoo!\'s\nonline services</a></strong>. Also, you may find what you\'re looking for\nif you try searching below.</p>\n<form name="s1" action="http://us.rd.yahoo.com/404/*-http://search.yahoo.com/search"><fieldset>\n<legend><label for="s1p">Search the Web</label></legend>\n<input type="text" size=30 name="p" id="s1p" title="enter search terms here">\n<input type="submit" value="Search">\n<span><a href="http://us.rd.yahoo.com/404/*http://search.yahoo.com/search/options?p=">advanced search</a> <span class=sep>|</span> <a href="http://us.rd.yahoo.com/404/*http://buzz.yahoo.com">most popular</a></span>\n</fieldset></form>\n<p class="more">Please try <strong><a\nhref="http://us.rd.yahoo.com/404/*http://help.yahoo.com">Yahoo!\nHelp Central</a></strong> if you need more assistance.</p>\n</div><div id="ft"><p>Copyright © 2012 Yahoo! Inc.\nAll rights reserved. <a\nhref="http://us.rd.yahoo.com/404/*http://privacy.yahoo.com">Privacy\nPolicy</a> - <a\nhref="http://us.rd.yahoo.com/404/*http://docs.yahoo.com/info/terms/">Terms\nof Service</a></p></div>\n</div></body></html>\n'
ipdb>
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/826/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/826/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/827 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/827/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/827/comments | https://api.github.com/repos/pandas-dev/pandas/issues/827/events | https://github.com/pandas-dev/pandas/issues/827 | 3,379,412 | MDU6SXNzdWUzMzc5NDEy | 827 | rename fill_method to method in dataframe/series align | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "FCE94F",
"default": false,
"description": "Internal refactoring of code",
"id": 127681,
"name": "Refactor",
"node_id": "MDU6TGFiZWwxMjc2ODE=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Refactor"
}
] | closed | false | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
}
] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 0 | "2012-02-24T21:25:41Z" | "2012-02-24T21:43:37Z" | "2012-02-24T21:43:37Z" | CONTRIBUTOR | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/827/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/827/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/828 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/828/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/828/comments | https://api.github.com/repos/pandas-dev/pandas/issues/828/events | https://github.com/pandas-dev/pandas/pull/828 | 3,379,498 | MDExOlB1bGxSZXF1ZXN0ODgzMzk5 | 828 | attempting to deflect more issues to the github tracker via the docs | {
"avatar_url": "https://avatars.githubusercontent.com/u/251088?v=4",
"events_url": "https://api.github.com/users/joshklein/events{/privacy}",
"followers_url": "https://api.github.com/users/joshklein/followers",
"following_url": "https://api.github.com/users/joshklein/following{/other_user}",
"gists_url": "https://api.github.com/users/joshklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/joshklein",
"id": 251088,
"login": "joshklein",
"node_id": "MDQ6VXNlcjI1MTA4OA==",
"organizations_url": "https://api.github.com/users/joshklein/orgs",
"received_events_url": "https://api.github.com/users/joshklein/received_events",
"repos_url": "https://api.github.com/users/joshklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/joshklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/joshklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/joshklein"
} | [] | closed | false | null | [] | null | 1 | "2012-02-24T21:33:22Z" | "2012-02-25T20:24:45Z" | "2012-02-25T20:24:45Z" | NONE | null | made it clearer that users should first look to github for issues and, if possible, try stack overflow, before bringing the discussion to the mailing list - updates to index and overview
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/828/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/828/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/828.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/828",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/828.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/828"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/829 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/829/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/829/comments | https://api.github.com/repos/pandas-dev/pandas/issues/829/events | https://github.com/pandas-dev/pandas/pull/829 | 3,379,780 | MDExOlB1bGxSZXF1ZXN0ODgzNTQw | 829 | DataFrame_repr_html changes according to #772 discussion. | {
"avatar_url": "https://avatars.githubusercontent.com/u/1094464?v=4",
"events_url": "https://api.github.com/users/lodagro/events{/privacy}",
"followers_url": "https://api.github.com/users/lodagro/followers",
"following_url": "https://api.github.com/users/lodagro/following{/other_user}",
"gists_url": "https://api.github.com/users/lodagro/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/lodagro",
"id": 1094464,
"login": "lodagro",
"node_id": "MDQ6VXNlcjEwOTQ0NjQ=",
"organizations_url": "https://api.github.com/users/lodagro/orgs",
"received_events_url": "https://api.github.com/users/lodagro/received_events",
"repos_url": "https://api.github.com/users/lodagro/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/lodagro/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/lodagro/subscriptions",
"type": "User",
"url": "https://api.github.com/users/lodagro"
} | [] | closed | false | null | [] | null | 4 | "2012-02-24T21:55:29Z" | "2014-07-07T08:05:44Z" | "2012-02-27T18:24:37Z" | CONTRIBUTOR | null | cc @ellisonbg
Implemented changes as discussed in #772.
Not so crazy on the scrollable div. For now i left the div max sizes as they were, could use suggestion on _good_ values.
I don't use the notebook often, what i noticed just now is that in combination with the IPython notebook `get_terminal_size()` returns the size of the terminal where the notebook was launched, not the size of the notebook display area. Don't know if there is a way to get the notebook size.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/829/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/829/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/829.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/829",
"merged_at": "2012-02-27T18:24:37Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/829.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/829"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/830 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/830/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/830/comments | https://api.github.com/repos/pandas-dev/pandas/issues/830/events | https://github.com/pandas-dev/pandas/pull/830 | 3,380,103 | MDExOlB1bGxSZXF1ZXN0ODgzNzAz | 830 | BUG: close #811, fix index.intersection where indices are incomparable | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [] | closed | false | null | [] | null | 0 | "2012-02-24T22:23:31Z" | "2014-06-26T00:34:00Z" | "2012-02-24T22:40:44Z" | CONTRIBUTOR | null | #811
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/830/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/830/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/830.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/830",
"merged_at": "2012-02-24T22:40:44Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/830.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/830"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/831 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/831/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/831/comments | https://api.github.com/repos/pandas-dev/pandas/issues/831/events | https://github.com/pandas-dev/pandas/issues/831 | 3,391,642 | MDU6SXNzdWUzMzkxNjQy | 831 | Pass list of arrays to create MultiIndex | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 2 | "2012-02-26T16:32:24Z" | "2016-10-12T23:02:49Z" | "2012-05-07T19:31:31Z" | MEMBER | null | Make it easier to create a hierarchical index from a list of arrays in the Series and DataFrame constructors
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/831/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/831/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/832 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/832/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/832/comments | https://api.github.com/repos/pandas-dev/pandas/issues/832/events | https://github.com/pandas-dev/pandas/issues/832 | 3,391,969 | MDU6SXNzdWUzMzkxOTY5 | 832 | Add means to apply group operations to the DataFrame's index instead of only the columns | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "729FCF",
"default": false,
"description": null,
"id": 233160,
"name": "Groupby",
"node_id": "MDU6TGFiZWwyMzMxNjA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Groupby"
}
] | closed | false | null | [] | {
"closed_at": "2013-12-30T19:53:14Z",
"closed_issues": 1076,
"created_at": "2012-11-15T23:33:37Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "RC1 ANN went out on 2013-12-6: https://groups.google.com/forum/#!topic/pydata/OHutLByJvK0\r\nTwo weeks, clear all reported bugs then call it on 2013-12-20. \r\n(@y-p)\r\n\r\nsince we've had some bugs reported at a high enough rate, extending rc by one\r\nweek until 2013-12-27. \r\n(@y-p)\r\n\r\nBumping to clear debian sparc\r\n2013-12-30. \r\n(@y-p)",
"due_on": "2013-12-30T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/18",
"id": 213925,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/18/labels",
"node_id": "MDk6TWlsZXN0b25lMjEzOTI1",
"number": 18,
"open_issues": 0,
"state": "closed",
"title": "0.13",
"updated_at": "2017-07-22T19:00:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/18"
} | 1 | "2012-02-26T17:33:09Z" | "2013-09-21T12:33:05Z" | "2013-09-21T12:33:05Z" | MEMBER | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/832/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/832/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/833 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/833/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/833/comments | https://api.github.com/repos/pandas-dev/pandas/issues/833/events | https://github.com/pandas-dev/pandas/issues/833 | 3,393,898 | MDU6SXNzdWUzMzkzODk4 | 833 | api for timeseries interval pivoting | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
},
{
"color": "eb6420",
"default": false,
"description": "Non-arithmetic algos: value_counts, factorize, sorting, isin, clip, shift, diff",
"id": 57296398,
"name": "Algos",
"node_id": "MDU6TGFiZWw1NzI5NjM5OA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Algos"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 278,
"created_at": "2013-01-06T03:02:01Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "Milestone for filing things away that may be reached someday (at which point such issues should be moved to the appropriate release milestone)",
"due_on": "2022-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/20",
"id": 239227,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/20/labels",
"node_id": "MDk6TWlsZXN0b25lMjM5MjI3",
"number": 20,
"open_issues": 108,
"state": "open",
"title": "Someday",
"updated_at": "2021-08-08T01:48:22Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/20"
} | 9 | "2012-02-26T22:35:48Z" | "2018-07-06T19:40:06Z" | "2018-07-06T19:40:00Z" | CONTRIBUTOR | null | For example, want easy to and from timeseries for following data.
```
Out[179]:
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
1949 112 118 132 129 121 135 148 148 136 119 104 118
1950 115 126 141 135 125 149 170 170 158 133 114 140
1951 145 150 178 163 172 178 199 199 184 162 146 166
1952 171 180 193 181 183 218 230 242 209 191 172 194
1953 196 196 236 235 229 243 264 272 237 211 180 201
1954 204 188 235 227 234 264 302 293 259 229 203 229
1955 242 233 267 269 270 315 364 347 312 274 237 278
1956 284 277 317 313 318 374 413 405 355 306 271 306
1957 315 301 356 348 355 422 465 467 404 347 305 336
1958 340 318 362 348 363 435 491 505 404 359 310 337
1959 360 342 406 396 420 472 548 559 463 407 362 405
1960 417 391 419 461 472 535 622 606 508 461 390 432
```
One idea is something like
```
df.stack().reindex_periods(year=0, month=1, convention='begin')
```
Or maybe API functions like:
```
consolidate_time_index(df.stack(), year=0, month=1, convention='begin')
```
And the reverse operation:
```
expand_time_index(series, year=0, month=1)
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/833/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/833/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/834 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/834/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/834/comments | https://api.github.com/repos/pandas-dev/pandas/issues/834/events | https://github.com/pandas-dev/pandas/pull/834 | 3,396,311 | MDExOlB1bGxSZXF1ZXN0ODg4NjM4 | 834 | Bug Fix for Issue #513 Fractional seconds lost in HDFStore for datetime indexes | {
"avatar_url": "https://avatars.githubusercontent.com/u/182689?v=4",
"events_url": "https://api.github.com/users/lespaul/events{/privacy}",
"followers_url": "https://api.github.com/users/lespaul/followers",
"following_url": "https://api.github.com/users/lespaul/following{/other_user}",
"gists_url": "https://api.github.com/users/lespaul/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/lespaul",
"id": 182689,
"login": "lespaul",
"node_id": "MDQ6VXNlcjE4MjY4OQ==",
"organizations_url": "https://api.github.com/users/lespaul/orgs",
"received_events_url": "https://api.github.com/users/lespaul/received_events",
"repos_url": "https://api.github.com/users/lespaul/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/lespaul/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/lespaul/subscriptions",
"type": "User",
"url": "https://api.github.com/users/lespaul"
} | [] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 3 | "2012-02-27T05:37:36Z" | "2014-08-18T07:04:37Z" | "2012-02-28T17:35:05Z" | CONTRIBUTOR | null | PyTables Time64Col is in fact a float64 alias so adding fractional seconds and using the correct dtype fixes this issue
#513
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/834/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/834/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/834.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/834",
"merged_at": "2012-02-28T17:35:05Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/834.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/834"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/835 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/835/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/835/comments | https://api.github.com/repos/pandas-dev/pandas/issues/835/events | https://github.com/pandas-dev/pandas/issues/835 | 3,400,466 | MDU6SXNzdWUzNDAwNDY2 | 835 | When parsing a CSV file without an index, if the list with columns names is too short or too long, one gets a "Index contains duplicate entries" exception. | {
"avatar_url": "https://avatars.githubusercontent.com/u/797170?v=4",
"events_url": "https://api.github.com/users/mcobzarenco/events{/privacy}",
"followers_url": "https://api.github.com/users/mcobzarenco/followers",
"following_url": "https://api.github.com/users/mcobzarenco/following{/other_user}",
"gists_url": "https://api.github.com/users/mcobzarenco/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/mcobzarenco",
"id": 797170,
"login": "mcobzarenco",
"node_id": "MDQ6VXNlcjc5NzE3MA==",
"organizations_url": "https://api.github.com/users/mcobzarenco/orgs",
"received_events_url": "https://api.github.com/users/mcobzarenco/received_events",
"repos_url": "https://api.github.com/users/mcobzarenco/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/mcobzarenco/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/mcobzarenco/subscriptions",
"type": "User",
"url": "https://api.github.com/users/mcobzarenco"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 6 | "2012-02-27T13:20:57Z" | "2015-08-10T09:01:35Z" | "2012-02-28T18:50:18Z" | NONE | null | Hi Wes,
Just a minor bug submisson:
When parsing a CSV file without an index, if the list with columns names is too short or too long, one gets a "Index contains duplicate entries" exception.
E.g.:
The file test.csv contains:
abc,1,a
abc,2,b
def,3,c
Running:
`table = pandas.read_csv('reports/9/test.csv', header=None, names=['a', 'b'],index_col=None)`
## Results in:
``` python
Exception Traceback (most recent call last)
/home/marius/Code/otsquant/analysis/ccapital/<ipython-input-70-7f388b2776b2> in <module>()
----> 1 table = pandas.read_csv('reports/9/test.csv', header=None, names=['a', 'b'],index_col=None)
/usr/lib64/python2.7/site-packages/pandas/io/parsers.pyc in read_csv(filepath_or_buffer, sep, header, index_col, names, skiprows, na_values, parse_dates, date_parser, nrows, iterator, chunksize, skip_footer, converters, verbose, delimiter, encoding)
125 return parser
126
--> 127 return parser.get_chunk()
128
129 @Appender(_read_table_doc)
/usr/lib64/python2.7/site-packages/pandas/io/parsers.pyc in get_chunk(self, rows)
467 if not index._verify_integrity():
468 dups = index.get_duplicates()
--> 469 raise Exception('Index has duplicates: %s' % str(dups))
470
471 if len(self.columns) != len(zipped_content):
Exception: Index has duplicates: ['abc']
```
Many thanks,
Marius
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/835/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/835/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/836 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/836/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/836/comments | https://api.github.com/repos/pandas-dev/pandas/issues/836/events | https://github.com/pandas-dev/pandas/issues/836 | 3,409,910 | MDU6SXNzdWUzNDA5OTEw | 836 | Improve DataFrame multi-axis reindexing performance on homogeneous data | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
}
] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 1 | "2012-02-27T22:36:48Z" | "2012-05-08T23:17:11Z" | "2012-05-08T23:12:32Z" | MEMBER | null | Could reindex a float array in a single swipe instead of producing an intermediate copy. Currently very inefficient if the result object is small relative to the source object
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/836/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/836/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/837 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/837/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/837/comments | https://api.github.com/repos/pandas-dev/pandas/issues/837/events | https://github.com/pandas-dev/pandas/issues/837 | 3,415,391 | MDU6SXNzdWUzNDE1Mzkx | 837 | ExcelFile throws an exception if parsing a file with only two lines | {
"avatar_url": "https://avatars.githubusercontent.com/u/25192?v=4",
"events_url": "https://api.github.com/users/lbeltrame/events{/privacy}",
"followers_url": "https://api.github.com/users/lbeltrame/followers",
"following_url": "https://api.github.com/users/lbeltrame/following{/other_user}",
"gists_url": "https://api.github.com/users/lbeltrame/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/lbeltrame",
"id": 25192,
"login": "lbeltrame",
"node_id": "MDQ6VXNlcjI1MTky",
"organizations_url": "https://api.github.com/users/lbeltrame/orgs",
"received_events_url": "https://api.github.com/users/lbeltrame/received_events",
"repos_url": "https://api.github.com/users/lbeltrame/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/lbeltrame/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/lbeltrame/subscriptions",
"type": "User",
"url": "https://api.github.com/users/lbeltrame"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 0 | "2012-02-28T09:20:30Z" | "2012-02-28T18:22:10Z" | "2012-02-28T18:22:09Z" | CONTRIBUTOR | null | Example (paste this in an Excel file):
Test Test1
aaaa bbbbb
``` python
excel_data = pandas.ExcelFile("test.xls")
parsed = pandas.parse("Sheet1")
/usr/lib64/python2.7/site-packages/pandas/io/parsers.pyc in parse(self, sheetname, header, skiprows, index_col, parse_dates, date_parser, na_values, chunksize)
629 parse_dates=parse_dates,
630 date_parser=date_parser,
--> 631 na_values=na_values, chunksize=chunksize)
632
633 def _parse_xlsx(self, sheetname, header=0, skiprows=None, index_col=None,
/usr/lib64/python2.7/site-packages/pandas/io/parsers.pyc in _parse_xls(self, sheetname, header, skiprows, index_col, parse_dates, date_parser, na_values, chunksize)
684 date_parser=date_parser,
685 skiprows=skiprows,
--> 686 chunksize=chunksize)
687
688 return parser.get_chunk()
/usr/lib64/python2.7/site-packages/pandas/io/parsers.pyc in __init__(self, f, delimiter, names, header, index_col, na_values, parse_dates, date_parser, chunksize, skiprows, skip_footer, converters, verbose, encoding)
262 self.data = f
263 self.columns = self._infer_columns()
--> 264 self.index_name = self._get_index_name()
265 self._first_chunk = True
266
/usr/lib64/python2.7/site-packages/pandas/io/parsers.pyc in _get_index_name(self)
381
382 try:
--> 383 next_line = self._next_line()
384 except StopIteration:
385 next_line = None
/usr/lib64/python2.7/site-packages/pandas/io/parsers.pyc in _next_line(self)
351 self.pos += 1
352
--> 353 line = self.data[self.pos]
354 else:
355 while self.pos in self.skiprows:
IndexError: list index out of range
```
Works correctly if the number of lines is at least 3. Pandas is from yesterday's git (path names have been slightly trimmed to improve readability).
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/837/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/837/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/838 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/838/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/838/comments | https://api.github.com/repos/pandas-dev/pandas/issues/838/events | https://github.com/pandas-dev/pandas/issues/838 | 3,419,580 | MDU6SXNzdWUzNDE5NTgw | 838 | DateRange - minute vs. minutes | {
"avatar_url": "https://avatars.githubusercontent.com/u/1262441?v=4",
"events_url": "https://api.github.com/users/mattias-lundell/events{/privacy}",
"followers_url": "https://api.github.com/users/mattias-lundell/followers",
"following_url": "https://api.github.com/users/mattias-lundell/following{/other_user}",
"gists_url": "https://api.github.com/users/mattias-lundell/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/mattias-lundell",
"id": 1262441,
"login": "mattias-lundell",
"node_id": "MDQ6VXNlcjEyNjI0NDE=",
"organizations_url": "https://api.github.com/users/mattias-lundell/orgs",
"received_events_url": "https://api.github.com/users/mattias-lundell/received_events",
"repos_url": "https://api.github.com/users/mattias-lundell/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/mattias-lundell/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/mattias-lundell/subscriptions",
"type": "User",
"url": "https://api.github.com/users/mattias-lundell"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
}
] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 3 | "2012-02-28T14:45:23Z" | "2012-02-28T19:32:58Z" | "2012-02-28T19:32:58Z" | NONE | null | I tried to create a DateRange in five minute steps.
`In [40]: DateRange(datetime(2011,11,11), datetime(2011,11,12), offset=DateOffset(minute=5))`
The %CPU is 100 and it consumes a lot of memory but nothing happens, no result and no error. I continued to experiment and realized that i wrote 'minute' instead of 'minutes'
`In [41]: DateRange(datetime(2011,11,11), datetime(2011,11,12), offset=DateOffset(minutes=5))`
My suggestion is to maybe add some kind of argument check.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/838/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/838/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/839 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/839/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/839/comments | https://api.github.com/repos/pandas-dev/pandas/issues/839/events | https://github.com/pandas-dev/pandas/issues/839 | 3,429,079 | MDU6SXNzdWUzNDI5MDc5 | 839 | int64 Series and NA assignment | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-02-29T18:04:21Z",
"closed_issues": 33,
"created_at": "2012-02-13T00:46:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-02-25T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/11",
"id": 83582,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11/labels",
"node_id": "MDk6TWlsZXN0b25lODM1ODI=",
"number": 11,
"open_issues": 0,
"state": "closed",
"title": "0.7.1",
"updated_at": "2012-12-03T19:45:17Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/11"
} | 3 | "2012-02-29T00:19:35Z" | "2012-02-29T18:04:21Z" | "2012-02-29T18:04:21Z" | CONTRIBUTOR | null | I think a bug:
In [1]: s = Series(arange(10))
In [2]: s
Out[2]:
0 0
1 1
2 2
3 3
4 4
5 5
6 6
7 7
8 8
9 9
In [3]: s[::2] = np.nan
In [4]: s
Out[4]:
0 -9223372036854775808
1 1
2 -9223372036854775808
3 3
4 -9223372036854775808
5 5
6 -9223372036854775808
7 7
8 -9223372036854775808
9 9
In [5]: s.dtype
Out[5]: dtype('int64')
Dataframe seems fine:
In [12]: df = DataFrame(np.random.random_integers(5, size=(5,5)))
In [13]: df
Out[13]:
0 1 2 3 4
0 5 5 3 1 2
1 1 3 3 3 2
2 1 5 2 2 3
3 5 3 1 1 4
4 2 5 2 3 2
In [14]: df[2] = np.nan
In [15]: df
Out[15]:
0 1 2 3 4
0 5 5 NaN 1 2
1 1 3 NaN 3 2
2 1 5 NaN 2 3
3 5 3 NaN 1 4
4 2 5 NaN 3 2
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/839/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/839/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/840 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/840/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/840/comments | https://api.github.com/repos/pandas-dev/pandas/issues/840/events | https://github.com/pandas-dev/pandas/issues/840 | 3,433,496 | MDU6SXNzdWUzNDMzNDk2 | 840 | error during line-wise iteration over DataFrame | {
"avatar_url": "https://avatars.githubusercontent.com/u/506547?v=4",
"events_url": "https://api.github.com/users/bgbg/events{/privacy}",
"followers_url": "https://api.github.com/users/bgbg/followers",
"following_url": "https://api.github.com/users/bgbg/following{/other_user}",
"gists_url": "https://api.github.com/users/bgbg/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/bgbg",
"id": 506547,
"login": "bgbg",
"node_id": "MDQ6VXNlcjUwNjU0Nw==",
"organizations_url": "https://api.github.com/users/bgbg/orgs",
"received_events_url": "https://api.github.com/users/bgbg/received_events",
"repos_url": "https://api.github.com/users/bgbg/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/bgbg/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/bgbg/subscriptions",
"type": "User",
"url": "https://api.github.com/users/bgbg"
} | [] | closed | false | null | [] | null | 3 | "2012-02-29T09:37:06Z" | "2012-02-29T17:29:05Z" | "2012-02-29T17:29:05Z" | NONE | null | In the code below I create a `DataFame` and iterate over its lines using `ix`
```
In [37]: a = pandas.DataFrame(rand(4, 2), columns = list('ab'))
In [38]: print a
a b
0 0.372630 0.680347
1 0.557162 0.815903
2 0.058282 0.371265
3 0.772931 0.925008
In [39]: for l in a.ix:
....: print l
....:
a 0.372630
b 0.680347
a 0.557162
b 0.815903
Name: 1
a 0.058282
b 0.371265
Name: 2
a 0.772931
b 0.925008
Name: 3
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
Q:\Groups\Bioinformatics\IgG assay optimization 2011\script development\scriptDevelopment\src\<ipython-input-39-50ae06db9052> in <module>()
----> 1 for l in a.ix:
2 print l
3
c:\python27\lib\site-packages\pandas\core\indexing.pyc in __getitem__(self, key)
30 return self._getitem_tuple(key)
31 else:
---> 32 return self._getitem_axis(key, axis=0)
33
34 def _get_label(self, label, axis=0):
c:\python27\lib\site-packages\pandas\core\indexing.pyc in _getitem_axis(self, key, axis)
182 idx = labels[key]
183
--> 184 return self._get_label(idx, axis=0)
185 else:
186 labels = self.obj._get_axis(axis)
c:\python27\lib\site-packages\pandas\core\indexing.pyc in _get_label(self, label, axis)
36 return self.obj.xs(label, axis=axis, copy=False)
37 except Exception:
---> 38 return self.obj.xs(label, axis=axis, copy=True)
39
40 def _slice(self, obj, axis=0):
c:\python27\lib\site-packages\pandas\core\frame.pyc in xs(self, key, axis, level, copy)
1592 loc, new_index = self.index.get_loc_level(key)
1593 else:
-> 1594 loc = self.index.get_loc(key)
1595
1596 if np.isscalar(loc):
c:\python27\lib\site-packages\pandas\core\index.pyc in get_loc(self, key)
493 loc : int
494 """
--> 495 return self._engine.get_loc(key)
496
497 def get_value(self, series, key):
c:\python27\lib\site-packages\pandas\_engines.pyd in pandas._engines.DictIndexEngine.get_loc (pandas\src\engines.c:2498)()
c:\python27\lib\site-packages\pandas\_engines.pyd in pandas._engines.DictIndexEngine.get_loc (pandas\src\engines.c:2460)()
KeyError: 4
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/840/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/840/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/841 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/841/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/841/comments | https://api.github.com/repos/pandas-dev/pandas/issues/841/events | https://github.com/pandas-dev/pandas/issues/841 | 3,440,791 | MDU6SXNzdWUzNDQwNzkx | 841 | "approximate" datetime reindexing | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
},
{
"color": "eb6420",
"default": false,
"description": "Non-arithmetic algos: value_counts, factorize, sorting, isin, clip, shift, diff",
"id": 57296398,
"name": "Algos",
"node_id": "MDU6TGFiZWw1NzI5NjM5OA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Algos"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 278,
"created_at": "2013-01-06T03:02:01Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "Milestone for filing things away that may be reached someday (at which point such issues should be moved to the appropriate release milestone)",
"due_on": "2022-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/20",
"id": 239227,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/20/labels",
"node_id": "MDk6TWlsZXN0b25lMjM5MjI3",
"number": 20,
"open_issues": 108,
"state": "open",
"title": "Someday",
"updated_at": "2021-08-08T01:48:22Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/20"
} | 1 | "2012-02-29T17:40:30Z" | "2014-05-23T22:43:06Z" | "2014-05-23T22:43:06Z" | CONTRIBUTOR | null | From the mailing list:
It would be nice to have a general, useful algorithm for doing
"approximate" reindexing like you describe. I'm thinking:
def approx_resample(obj, base, multiple, tolerance, offset=0, mode='nearest'):
...
then you would do:
result = approx_resample(df, 'min', 15, 5)
obviously
'min' <=> Minute()
offset would enable you to do like 1, 16, 31, 46 (offset=1) instead of
0, 15, 30, 45
mode parameter would allow you to do other things-- nearest, first,
last, mean of values, or some kind of interpolation method, etc.
to reflect the fact that you don't have some times you would just
dropna in the result-- could make the algo a bit smarter and only
generate dates that are within the tolerance of observed dates
(according to the frequency multiple)
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/841/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/841/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/842 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/842/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/842/comments | https://api.github.com/repos/pandas-dev/pandas/issues/842/events | https://github.com/pandas-dev/pandas/issues/842 | 3,456,134 | MDU6SXNzdWUzNDU2MTM0 | 842 | Release Notes Issues not Linked | {
"avatar_url": "https://avatars.githubusercontent.com/u/110926?v=4",
"events_url": "https://api.github.com/users/tvaught/events{/privacy}",
"followers_url": "https://api.github.com/users/tvaught/followers",
"following_url": "https://api.github.com/users/tvaught/following{/other_user}",
"gists_url": "https://api.github.com/users/tvaught/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/tvaught",
"id": 110926,
"login": "tvaught",
"node_id": "MDQ6VXNlcjExMDkyNg==",
"organizations_url": "https://api.github.com/users/tvaught/orgs",
"received_events_url": "https://api.github.com/users/tvaught/received_events",
"repos_url": "https://api.github.com/users/tvaught/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/tvaught/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/tvaught/subscriptions",
"type": "User",
"url": "https://api.github.com/users/tvaught"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
}
] | closed | false | null | [] | null | 4 | "2012-03-01T15:47:17Z" | "2012-12-14T00:49:51Z" | "2012-12-14T00:49:51Z" | CONTRIBUTOR | null | The release notes have a nice reference to the issue addressed by each bullet, but they're not linked to the actual issue. In my quick scan, I didn't see an easy way to mark this up in the release notes rst. You can use brute force to do it with something like:
[[[ - Add `to_clipboard` function to pandas namespace for writing objects to
the system clipboard (`#774 <http://github.com/pydata/pandas/issues/774>`_) ]]]
If it won't mess up the docs, I can add these links to the rst. But, I wanted to check first to see if this anyone knew of a simpler method or whether this would cause problems with the Sphinx stuff.
Ideas?
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/842/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/842/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/843 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/843/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/843/comments | https://api.github.com/repos/pandas-dev/pandas/issues/843/events | https://github.com/pandas-dev/pandas/pull/843 | 3,456,805 | MDExOlB1bGxSZXF1ZXN0OTEyMDcz | 843 | References Linked | {
"avatar_url": "https://avatars.githubusercontent.com/u/110926?v=4",
"events_url": "https://api.github.com/users/tvaught/events{/privacy}",
"followers_url": "https://api.github.com/users/tvaught/followers",
"following_url": "https://api.github.com/users/tvaught/following{/other_user}",
"gists_url": "https://api.github.com/users/tvaught/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/tvaught",
"id": 110926,
"login": "tvaught",
"node_id": "MDQ6VXNlcjExMDkyNg==",
"organizations_url": "https://api.github.com/users/tvaught/orgs",
"received_events_url": "https://api.github.com/users/tvaught/received_events",
"repos_url": "https://api.github.com/users/tvaught/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/tvaught/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/tvaught/subscriptions",
"type": "User",
"url": "https://api.github.com/users/tvaught"
} | [] | closed | false | null | [] | null | 2 | "2012-03-01T16:22:20Z" | "2012-03-01T23:30:40Z" | "2012-03-01T23:33:28Z" | CONTRIBUTOR | null | Quick edit to make references to issues into links.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/843/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/843/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/843.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/843",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/843.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/843"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/844 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/844/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/844/comments | https://api.github.com/repos/pandas-dev/pandas/issues/844/events | https://github.com/pandas-dev/pandas/issues/844 | 3,467,328 | MDU6SXNzdWUzNDY3MzI4 | 844 | Applying np.sum to empty series results in NaN | {
"avatar_url": "https://avatars.githubusercontent.com/u/127366?v=4",
"events_url": "https://api.github.com/users/scouredimage/events{/privacy}",
"followers_url": "https://api.github.com/users/scouredimage/followers",
"following_url": "https://api.github.com/users/scouredimage/following{/other_user}",
"gists_url": "https://api.github.com/users/scouredimage/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/scouredimage",
"id": 127366,
"login": "scouredimage",
"node_id": "MDQ6VXNlcjEyNzM2Ng==",
"organizations_url": "https://api.github.com/users/scouredimage/orgs",
"received_events_url": "https://api.github.com/users/scouredimage/received_events",
"repos_url": "https://api.github.com/users/scouredimage/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/scouredimage/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/scouredimage/subscriptions",
"type": "User",
"url": "https://api.github.com/users/scouredimage"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 2 | "2012-03-01T23:11:21Z" | "2012-03-15T20:36:07Z" | "2012-03-15T20:35:43Z" | NONE | null | ``` python
In [1]: import pandas
In [2]: pandas.__version__
Out[2]: '0.7.1'
In [3]: empty = pandas.Series([], index=[])
In [4]: import numpy as np
In [5]: np.__version__
Out[5]: '1.6.1'
In [6]: np.sum(empty)
Out[6]: nan
In [7]: np.sum(empty.values)
Out[7]: 0.0
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/844/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/844/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/845 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/845/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/845/comments | https://api.github.com/repos/pandas-dev/pandas/issues/845/events | https://github.com/pandas-dev/pandas/pull/845 | 3,467,829 | MDExOlB1bGxSZXF1ZXN0OTE1MTI3 | 845 | Adding links to change log bullets | {
"avatar_url": "https://avatars.githubusercontent.com/u/110926?v=4",
"events_url": "https://api.github.com/users/tvaught/events{/privacy}",
"followers_url": "https://api.github.com/users/tvaught/followers",
"following_url": "https://api.github.com/users/tvaught/following{/other_user}",
"gists_url": "https://api.github.com/users/tvaught/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/tvaught",
"id": 110926,
"login": "tvaught",
"node_id": "MDQ6VXNlcjExMDkyNg==",
"organizations_url": "https://api.github.com/users/tvaught/orgs",
"received_events_url": "https://api.github.com/users/tvaught/received_events",
"repos_url": "https://api.github.com/users/tvaught/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/tvaught/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/tvaught/subscriptions",
"type": "User",
"url": "https://api.github.com/users/tvaught"
} | [] | closed | false | null | [] | null | 5 | "2012-03-01T23:35:44Z" | "2012-03-01T23:54:09Z" | "2012-03-01T23:48:35Z" | CONTRIBUTOR | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/845/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/845/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/845.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/845",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/845.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/845"
} |
|
https://api.github.com/repos/pandas-dev/pandas/issues/846 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/846/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/846/comments | https://api.github.com/repos/pandas-dev/pandas/issues/846/events | https://github.com/pandas-dev/pandas/issues/846 | 3,468,266 | MDU6SXNzdWUzNDY4MjY2 | 846 | Buggy creation of int DataFrame from data containing NAs | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-10-11T23:49:54Z",
"closed_issues": 49,
"created_at": "2012-03-18T23:07:38Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-04-15T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/13",
"id": 97380,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/13/labels",
"node_id": "MDk6TWlsZXN0b25lOTczODA=",
"number": 13,
"open_issues": 0,
"state": "closed",
"title": "0.7.3",
"updated_at": "2012-10-11T23:49:54Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/13"
} | 2 | "2012-03-01T23:48:54Z" | "2012-04-09T14:58:57Z" | "2012-04-09T14:58:31Z" | MEMBER | null | ```
In [5]: df = DataFrame([[np.nan, 1], [1, 0]], dtype=np.int64)
In [6]: df
Out[6]:
0 1
0 -9223372036854775808 1
1 1 0
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/846/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/846/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/847 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/847/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/847/comments | https://api.github.com/repos/pandas-dev/pandas/issues/847/events | https://github.com/pandas-dev/pandas/issues/847 | 3,478,669 | MDU6SXNzdWUzNDc4NjY5 | 847 | Don't raise exception if HDFStore file is read only | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 0 | "2012-03-02T15:48:22Z" | "2012-03-15T16:54:08Z" | "2012-03-15T16:54:08Z" | MEMBER | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/847/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/847/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/848 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/848/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/848/comments | https://api.github.com/repos/pandas-dev/pandas/issues/848/events | https://github.com/pandas-dev/pandas/issues/848 | 3,492,818 | MDU6SXNzdWUzNDkyODE4 | 848 | Annotated DataFrame | {
"avatar_url": "https://avatars.githubusercontent.com/u/1497868?v=4",
"events_url": "https://api.github.com/users/jdreyf/events{/privacy}",
"followers_url": "https://api.github.com/users/jdreyf/followers",
"following_url": "https://api.github.com/users/jdreyf/following{/other_user}",
"gists_url": "https://api.github.com/users/jdreyf/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jdreyf",
"id": 1497868,
"login": "jdreyf",
"node_id": "MDQ6VXNlcjE0OTc4Njg=",
"organizations_url": "https://api.github.com/users/jdreyf/orgs",
"received_events_url": "https://api.github.com/users/jdreyf/received_events",
"repos_url": "https://api.github.com/users/jdreyf/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jdreyf/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jdreyf/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jdreyf"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 278,
"created_at": "2013-01-06T03:02:01Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "Milestone for filing things away that may be reached someday (at which point such issues should be moved to the appropriate release milestone)",
"due_on": "2022-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/20",
"id": 239227,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/20/labels",
"node_id": "MDk6TWlsZXN0b25lMjM5MjI3",
"number": 20,
"open_issues": 108,
"state": "open",
"title": "Someday",
"updated_at": "2021-08-08T01:48:22Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/20"
} | 4 | "2012-03-03T22:44:32Z" | "2014-01-20T22:50:06Z" | "2014-01-20T22:50:06Z" | NONE | null | I'm an R user & am new to pandas, so hopefully this question isn't totally out of ignorance.
Are there any plans on creating an object similar to R/Bioconductor's AnnotatedDataFrame ( http://rss.acs.unt.edu/Rdoc/library/Biobase/html/class.AnnotatedDataFrame.html )? It wouldn't seem sensible to carry over the aspects of the class that are based on gene expression data sets, but it would be quite nice to allow annotations of labels to be accessed via a method like varMetadata.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/848/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/848/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/849 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/849/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/849/comments | https://api.github.com/repos/pandas-dev/pandas/issues/849/events | https://github.com/pandas-dev/pandas/issues/849 | 3,492,868 | MDU6SXNzdWUzNDkyODY4 | 849 | Expanding window statistics | {
"avatar_url": "https://avatars.githubusercontent.com/u/759245?v=4",
"events_url": "https://api.github.com/users/changhiskhan/events{/privacy}",
"followers_url": "https://api.github.com/users/changhiskhan/followers",
"following_url": "https://api.github.com/users/changhiskhan/following{/other_user}",
"gists_url": "https://api.github.com/users/changhiskhan/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/changhiskhan",
"id": 759245,
"login": "changhiskhan",
"node_id": "MDQ6VXNlcjc1OTI0NQ==",
"organizations_url": "https://api.github.com/users/changhiskhan/orgs",
"received_events_url": "https://api.github.com/users/changhiskhan/received_events",
"repos_url": "https://api.github.com/users/changhiskhan/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/changhiskhan/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/changhiskhan/subscriptions",
"type": "User",
"url": "https://api.github.com/users/changhiskhan"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-10-06T19:22:59Z",
"closed_issues": 223,
"created_at": "2012-07-23T19:17:56Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-09-15T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/15",
"id": 150435,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/15/labels",
"node_id": "MDk6TWlsZXN0b25lMTUwNDM1",
"number": 15,
"open_issues": 0,
"state": "closed",
"title": "0.9",
"updated_at": "2013-01-15T02:49:55Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/15"
} | 2 | "2012-03-03T22:56:23Z" | "2012-09-08T22:22:04Z" | "2012-03-03T22:56:37Z" | CONTRIBUTOR | null | analogs to all the 'rolling_<stat>' functions
will be nearly identical setup with some Cython code to do _expanding_moment
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/849/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/849/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/850 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/850/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/850/comments | https://api.github.com/repos/pandas-dev/pandas/issues/850/events | https://github.com/pandas-dev/pandas/issues/850 | 3,493,301 | MDU6SXNzdWUzNDkzMzAx | 850 | Fix int32 overflow in groupby | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 0 | "2012-03-03T23:36:59Z" | "2012-03-03T23:42:22Z" | "2012-03-03T23:42:22Z" | MEMBER | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/850/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/850/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/851 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/851/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/851/comments | https://api.github.com/repos/pandas-dev/pandas/issues/851/events | https://github.com/pandas-dev/pandas/issues/851 | 3,493,322 | MDU6SXNzdWUzNDkzMzIy | 851 | Test for possible int64 overflow in groupby (!) | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "C4A000",
"default": false,
"description": "pandas testing functions or related to the test suite",
"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Testing"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 1 | "2012-03-03T23:40:52Z" | "2012-03-04T19:36:23Z" | "2012-03-04T19:36:23Z" | MEMBER | null | re: #850
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/851/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/851/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/852 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/852/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/852/comments | https://api.github.com/repos/pandas-dev/pandas/issues/852/events | https://github.com/pandas-dev/pandas/issues/852 | 3,493,564 | MDU6SXNzdWUzNDkzNTY0 | 852 | Add option to adjoin DataFrames in same sheet with to_excel | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "06909A",
"default": false,
"description": "IO issues that don't fit into a more specific label",
"id": 2301354,
"name": "IO Data",
"node_id": "MDU6TGFiZWwyMzAxMzU0",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/IO%20Data"
},
{
"color": "bfe5bf",
"default": false,
"description": "read_excel, to_excel",
"id": 49254273,
"name": "IO Excel",
"node_id": "MDU6TGFiZWw0OTI1NDI3Mw==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/IO%20Excel"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 2361,
"created_at": "2015-02-26T19:29:05Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/1020496?v=4",
"events_url": "https://api.github.com/users/jorisvandenbossche/events{/privacy}",
"followers_url": "https://api.github.com/users/jorisvandenbossche/followers",
"following_url": "https://api.github.com/users/jorisvandenbossche/following{/other_user}",
"gists_url": "https://api.github.com/users/jorisvandenbossche/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jorisvandenbossche",
"id": 1020496,
"login": "jorisvandenbossche",
"node_id": "MDQ6VXNlcjEwMjA0OTY=",
"organizations_url": "https://api.github.com/users/jorisvandenbossche/orgs",
"received_events_url": "https://api.github.com/users/jorisvandenbossche/received_events",
"repos_url": "https://api.github.com/users/jorisvandenbossche/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jorisvandenbossche/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jorisvandenbossche/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jorisvandenbossche"
},
"description": "A milestone for closed or open issues for which there is no action needed (eg not a bug, just a question / discussion, nothing to resolve, wontfix, etc).\r\n\r\n",
"due_on": null,
"html_url": "https://github.com/pandas-dev/pandas/milestone/33",
"id": 997544,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/33/labels",
"node_id": "MDk6TWlsZXN0b25lOTk3NTQ0",
"number": 33,
"open_issues": 11,
"state": "open",
"title": "No action",
"updated_at": "2021-11-19T17:33:16Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/33"
} | 4 | "2012-03-04T00:17:23Z" | "2018-07-06T21:02:10Z" | "2018-07-06T19:40:35Z" | MEMBER | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/852/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/852/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/853 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/853/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/853/comments | https://api.github.com/repos/pandas-dev/pandas/issues/853/events | https://github.com/pandas-dev/pandas/issues/853 | 3,497,243 | MDU6SXNzdWUzNDk3MjQz | 853 | possibly allow parse_dates to take column list | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 0 | "2012-03-04T16:55:17Z" | "2012-04-15T01:36:26Z" | "2012-04-15T01:36:26Z" | CONTRIBUTOR | null | From mailing list:
The argument "parse_dates" will try to parse every column in the index.
Most of the times I have a dataset which looks like below and the first n columns will be used to set the multi-index.
Notice that my first column "date" is a date while the column "unitcode" is a integer.
If you use "parse_dates=True" than everything will be parsed.
Shouldn't it be me more logical that for parsing dates one has the option to explicitely parse certain columns like the index_col argument?
For the moment I uses read_csv without parsing, use the converters argument and then I use the set_index method. This works fine.
import pandas as pd
from StringIO import StringIO
data = '''date;destination;ventilationcode;unitcode;units
01/01/2010;P;P;50;1
01/01/2010;P;R;50;1
15/01/2010;P;P;50;1
01/05/2010;P;P;50;1'''
df = pd.read_csv(StringIO(data),sep=";",index_col = range(4),parse_dates=True)
print df.to_string()
# patch
df = pd.read_csv(StringIO(data),sep=";",converters={'date':pd.datetools.dateutil.parser.parse})
df = df.set_index(col_or_cols=['date','destination','ventilationcode','unitcode'])
print df.to_string()
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/853/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/853/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/854 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/854/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/854/comments | https://api.github.com/repos/pandas-dev/pandas/issues/854/events | https://github.com/pandas-dev/pandas/issues/854 | 3,497,256 | MDU6SXNzdWUzNDk3MjU2 | 854 | make easier to parse european-style dates in to_csv | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 7 | "2012-03-04T16:57:02Z" | "2012-06-03T21:16:53Z" | "2012-04-15T01:36:26Z" | CONTRIBUTOR | null | Again from mailing list:
Example:
data1 = '''date;value
01/05/2010;1
15/05/2010;2
31/05/2010;3
'''
df = pd.read_csv(StringIO(data1),sep=";",converters={'date':pd.datetools.dateutil.parser.parse})
print df.to_string()
Returns the first row wrong:
date value
0 2010-01-05 00:00:00 1
1 2010-05-15 00:00:00 2
2 2010-05-31 00:00:00 3
df = pd.read_csv(StringIO(data1),sep=";",converters={'date':lambda x: pd.datetools.dateutil.parser.parse(x, dayfirst=True)})
print df.to_string()
Returns the correct output
date value
0 2010-05-01 00:00:00 1
1 2010-05-15 00:00:00 2
2 2010-05-31 00:00:00 3
When using index_col and parse_dates, you can get also some of the dates that are wrong, some of them correct.
df = pd.read_csv(StringIO(data1),sep=";",index_col=[0],parse_dates=True)
print df.to_string()
Returns the first line also wrong:
value
date
2010-01-05 1
2010-05-15 2
2010-05-31 3
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/854/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/854/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/855 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/855/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/855/comments | https://api.github.com/repos/pandas-dev/pandas/issues/855/events | https://github.com/pandas-dev/pandas/issues/855 | 3,497,260 | MDU6SXNzdWUzNDk3MjYw | 855 | Eradicate usage of int32 in Cython code | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
}
] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 1 | "2012-03-04T16:57:52Z" | "2012-05-09T18:57:59Z" | "2012-05-09T18:57:59Z" | MEMBER | null | Inevitable to cause problems eventually when data sizes continue to increase. Want to insert checks in a few key places to check for int64 overflows-- only a couple places that are likely to happen and don't need to worry about the other places since there are no machines (?) which have over 2^63 bytes of RAM right now.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/855/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/855/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/856 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/856/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/856/comments | https://api.github.com/repos/pandas-dev/pandas/issues/856/events | https://github.com/pandas-dev/pandas/issues/856 | 3,497,352 | MDU6SXNzdWUzNDk3MzUy | 856 | Fix unhelpful error message in parsers ("tried columns 1-X as index") | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 5 | "2012-03-04T17:14:30Z" | "2016-10-12T23:02:49Z" | "2012-03-04T20:15:21Z" | MEMBER | null | Users are confused by this:
```
if not index._verify_integrity():
dups = index.get_duplicates()
err_msg = 'Tried columns 1-X as index but found duplicates %s'
raise Exception(err_msg % str(dups))
```
this was added as I recall to give a somewhat better error message when INFERENCE (fewer column labels than columns of data) but this error message is also getting raised when there are duplicates in an explicitly specified `index_col`
see: http://stackoverflow.com/questions/9556892/pandas-dataframe-desired-index-has-duplicate-values
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/856/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/856/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/857 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/857/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/857/comments | https://api.github.com/repos/pandas-dev/pandas/issues/857/events | https://github.com/pandas-dev/pandas/issues/857 | 3,497,376 | MDU6SXNzdWUzNDk3Mzc2 | 857 | Enable DataFrame.plot to plot one column vs. another | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "8AE234",
"default": false,
"description": null,
"id": 2413328,
"name": "Visualization",
"node_id": "MDU6TGFiZWwyNDEzMzI4",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Visualization"
}
] | closed | false | null | [] | {
"closed_at": "2012-07-22T19:13:24Z",
"closed_issues": 101,
"created_at": "2011-11-13T23:21:44Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-07-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/8",
"id": 55119,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/8/labels",
"node_id": "MDk6TWlsZXN0b25lNTUxMTk=",
"number": 8,
"open_issues": 0,
"state": "closed",
"title": "0.8.1",
"updated_at": "2012-07-27T15:54:14Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/8"
} | 2 | "2012-03-04T17:19:04Z" | "2016-10-12T23:02:49Z" | "2012-07-13T02:54:12Z" | MEMBER | null | http://stackoverflow.com/questions/9556892/pandas-dataframe-desired-index-has-duplicate-values
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/857/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/857/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/858 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/858/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/858/comments | https://api.github.com/repos/pandas-dev/pandas/issues/858/events | https://github.com/pandas-dev/pandas/issues/858 | 3,497,383 | MDU6SXNzdWUzNDk3Mzgz | 858 | Add vectorized, NA friendly Series of strings -> Series of datetime.datetime or datetime64 function | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 1 | "2012-03-04T17:20:09Z" | "2012-04-05T04:32:15Z" | "2012-04-05T04:32:03Z" | MEMBER | null | see for example: http://stackoverflow.com/questions/9556892/pandas-dataframe-desired-index-has-duplicate-values
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/858/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/858/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/859 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/859/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/859/comments | https://api.github.com/repos/pandas-dev/pandas/issues/859/events | https://github.com/pandas-dev/pandas/issues/859 | 3,497,482 | MDU6SXNzdWUzNDk3NDgy | 859 | better err msg for failed boolean slicing of dataframe | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 3 | "2012-03-04T17:35:54Z" | "2012-03-06T22:33:56Z" | "2012-03-06T22:33:56Z" | CONTRIBUTOR | null | In [57]: df = DataFrame(np.random.rand(5,5))
In [58]: df[df > 0.5]
ERROR: An unexpected error occurred while tokenizing input
The following traceback may be corrupted or invalid
## The error message is: ('EOF in multi-line statement', (63, 0))
KeyError Traceback (most recent call last)
/Volumes/HD2/adam/Documents/Code/python/rapidquant/<ipython-input-58-8ec7cde9a766> in <module>()
----> 1 df[df > 0.5]
/Volumes/HD2/adam/Documents/Code/python/pandas/pandas/core/frame.pyc in **getitem**(self, key)
1419 return self._getitem_multilevel(key)
1420 else:
-> 1421 return self._get_item_cache(key)
1422
1423 def _getitem_array(self, key):
/Volumes/HD2/adam/Documents/Code/python/pandas/pandas/core/generic.pyc in _get_item_cache(self, item)
280 return cache[item]
281 except Exception:
--> 282 values = self._data.get(item)
283 res = self._box_item_values(item, values)
284 cache[item] = res
/Volumes/HD2/adam/Documents/Code/python/pandas/pandas/core/internals.pyc in get(self, item)
612
613 def get(self, item):
--> 614 _, block = self._find_block(item)
615 return block.get(item)
616
/Volumes/HD2/adam/Documents/Code/python/pandas/pandas/core/internals.pyc in _find_block(self, item)
702
703 def _find_block(self, item):
--> 704 self._check_have(item)
705 for i, block in enumerate(self.blocks):
706 if item in block:
/Volumes/HD2/adam/Documents/Code/python/pandas/pandas/core/internals.pyc in _check_have(self, item)
709 def _check_have(self, item):
710 if item not in self.items:
--> 711 raise KeyError('no item named %s' % str(item))
712
713 def reindex_axis(self, new_axis, method=None, axis=0, copy=True):
KeyError: 'no item named 0 1 2 3 4\n0 False True False True False\n1 True True False True True\n2 True True True True False\n3 False True False False True\n4 False True False False True'
And then, this actually silently fails:
df.ix[df > 0.5]
Ie, it returns the wrong data
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/859/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/859/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/860 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/860/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/860/comments | https://api.github.com/repos/pandas-dev/pandas/issues/860/events | https://github.com/pandas-dev/pandas/issues/860 | 3,497,677 | MDU6SXNzdWUzNDk3Njc3 | 860 | Don't use groups dict in Grouper.size | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "729FCF",
"default": false,
"description": null,
"id": 233160,
"name": "Groupby",
"node_id": "MDU6TGFiZWwyMzMxNjA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Groupby"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 0 | "2012-03-04T18:12:04Z" | "2012-03-04T19:51:38Z" | "2012-03-04T19:51:38Z" | MEMBER | null | Very slow in some cases due to tuple creation
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/860/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/860/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/861 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/861/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/861/comments | https://api.github.com/repos/pandas-dev/pandas/issues/861/events | https://github.com/pandas-dev/pandas/issues/861 | 3,498,289 | MDU6SXNzdWUzNDk4Mjg5 | 861 | Use khash for Series.value_counts, add raw function to algorithms.py | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 1 | "2012-03-04T19:50:49Z" | "2012-03-04T20:44:33Z" | "2012-03-04T20:44:33Z" | MEMBER | null | Get better performance that way. Also optimize for case of known range (a la groupby)
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/861/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/861/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/862 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/862/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/862/comments | https://api.github.com/repos/pandas-dev/pandas/issues/862/events | https://github.com/pandas-dev/pandas/pull/862 | 3,499,634 | MDExOlB1bGxSZXF1ZXN0OTI2MDMx | 862 | Fixed bug in ewmcov | {
"avatar_url": "https://avatars.githubusercontent.com/u/1326513?v=4",
"events_url": "https://api.github.com/users/benjaminmgross/events{/privacy}",
"followers_url": "https://api.github.com/users/benjaminmgross/followers",
"following_url": "https://api.github.com/users/benjaminmgross/following{/other_user}",
"gists_url": "https://api.github.com/users/benjaminmgross/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/benjaminmgross",
"id": 1326513,
"login": "benjaminmgross",
"node_id": "MDQ6VXNlcjEzMjY1MTM=",
"organizations_url": "https://api.github.com/users/benjaminmgross/orgs",
"received_events_url": "https://api.github.com/users/benjaminmgross/received_events",
"repos_url": "https://api.github.com/users/benjaminmgross/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/benjaminmgross/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/benjaminmgross/subscriptions",
"type": "User",
"url": "https://api.github.com/users/benjaminmgross"
} | [] | closed | false | null | [] | null | 2 | "2012-03-04T23:09:49Z" | "2014-06-24T06:43:35Z" | "2012-03-08T18:29:02Z" | CONTRIBUTOR | null | If com is None, an error is returned because result requires com when bias is false.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/862/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/862/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/862.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/862",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/862.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/862"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/863 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/863/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/863/comments | https://api.github.com/repos/pandas-dev/pandas/issues/863/events | https://github.com/pandas-dev/pandas/issues/863 | 3,500,544 | MDU6SXNzdWUzNTAwNTQ0 | 863 | Interval-based indexing | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 1 | "2012-03-05T01:53:56Z" | "2012-05-03T22:42:26Z" | "2012-05-03T22:42:26Z" | CONTRIBUTOR | null | Incorporate scikits.timeseries style interval indexing into datetime64 codebase
How much can be just plugged in, with datetime64 <-> interval conversions only where necessary?
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/863/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/863/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/864 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/864/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/864/comments | https://api.github.com/repos/pandas-dev/pandas/issues/864/events | https://github.com/pandas-dev/pandas/issues/864 | 3,500,558 | MDU6SXNzdWUzNTAwNTU4 | 864 | handle indices with different time zones | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 0 | "2012-03-05T01:56:06Z" | "2012-04-27T01:11:55Z" | "2012-04-27T01:11:55Z" | CONTRIBUTOR | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/864/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/864/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/865 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/865/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/865/comments | https://api.github.com/repos/pandas-dev/pandas/issues/865/events | https://github.com/pandas-dev/pandas/issues/865 | 3,510,003 | MDU6SXNzdWUzNTEwMDAz | 865 | add first, last time subsetting functions | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 1 | "2012-03-05T17:16:08Z" | "2012-04-23T17:15:53Z" | "2012-04-23T17:14:51Z" | CONTRIBUTOR | null | Like xts has.
eg, something like
ts.first("5W") # first five weeks of data
ts.first("7D") # first seven days
ts.last("3W").first("3B") # first 3 biz days of last three weeks
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/865/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/865/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/866 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/866/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/866/comments | https://api.github.com/repos/pandas-dev/pandas/issues/866/events | https://github.com/pandas-dev/pandas/issues/866 | 3,510,201 | MDU6SXNzdWUzNTEwMjAx | 866 | resolve forecast incompatibilities in statsmodels | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 1 | "2012-03-05T17:26:58Z" | "2012-05-10T05:40:08Z" | "2012-05-10T05:40:08Z" | CONTRIBUTOR | null | cross-linking to statsmodel issue
https://github.com/statsmodels/statsmodels/issues/168
We may have to change some of the forecast dates code when pandas switches over to the ordinal timestamp representation. Right now, our current implementation is broken with the new datetime branch installed. To replicate, install pandas datetime branch and run examples/tsa/ex_dates.py. Make sure to write tests for this whenever the pandas code settles down.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/866/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/866/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/867 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/867/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/867/comments | https://api.github.com/repos/pandas-dev/pandas/issues/867/events | https://github.com/pandas-dev/pandas/issues/867 | 3,511,013 | MDU6SXNzdWUzNTExMDEz | 867 | Promote datetime.date in reindexing operations (if it's easy) | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 4 | "2012-03-05T18:10:59Z" | "2012-04-22T03:57:16Z" | "2012-04-22T03:56:52Z" | MEMBER | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/867/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/867/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/868 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/868/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/868/comments | https://api.github.com/repos/pandas-dev/pandas/issues/868/events | https://github.com/pandas-dev/pandas/issues/868 | 3,516,453 | MDU6SXNzdWUzNTE2NDUz | 868 | Create an AnnotatedDataFrame-like data structure? | {
"avatar_url": "https://avatars.githubusercontent.com/u/1497868?v=4",
"events_url": "https://api.github.com/users/jdreyf/events{/privacy}",
"followers_url": "https://api.github.com/users/jdreyf/followers",
"following_url": "https://api.github.com/users/jdreyf/following{/other_user}",
"gists_url": "https://api.github.com/users/jdreyf/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jdreyf",
"id": 1497868,
"login": "jdreyf",
"node_id": "MDQ6VXNlcjE0OTc4Njg=",
"organizations_url": "https://api.github.com/users/jdreyf/orgs",
"received_events_url": "https://api.github.com/users/jdreyf/received_events",
"repos_url": "https://api.github.com/users/jdreyf/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jdreyf/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jdreyf/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jdreyf"
} | [] | closed | false | null | [] | null | 0 | "2012-03-05T23:51:31Z" | "2012-03-05T23:56:08Z" | "2012-03-05T23:56:08Z" | NONE | null | It could be nice to hold metadata information on labels, such as R/Bioconductor's AnnotatedDataFrame (http://rss.acs.unt.edu/Rdoc/library/Biobase/html/class.AnnotatedDataFrame.html) does by allowing, e.g., for description of the meaning/interpretation of a column name.
Have there been any thoughts on creating a data structure in pandas that can hold such metadata?
Thanks.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/868/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/868/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/869 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/869/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/869/comments | https://api.github.com/repos/pandas-dev/pandas/issues/869/events | https://github.com/pandas-dev/pandas/issues/869 | 3,517,302 | MDU6SXNzdWUzNTE3MzAy | 869 | Series.count cannot accept a string (level name) in the level argument | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 0 | "2012-03-06T01:08:39Z" | "2012-03-06T22:01:21Z" | "2012-03-06T22:01:21Z" | MEMBER | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/869/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/869/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/870 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/870/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/870/comments | https://api.github.com/repos/pandas-dev/pandas/issues/870/events | https://github.com/pandas-dev/pandas/issues/870 | 3,517,464 | MDU6SXNzdWUzNTE3NDY0 | 870 | nosetest failures in reshape | {
"avatar_url": "https://avatars.githubusercontent.com/u/1497207?v=4",
"events_url": "https://api.github.com/users/welch/events{/privacy}",
"followers_url": "https://api.github.com/users/welch/followers",
"following_url": "https://api.github.com/users/welch/following{/other_user}",
"gists_url": "https://api.github.com/users/welch/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/welch",
"id": 1497207,
"login": "welch",
"node_id": "MDQ6VXNlcjE0OTcyMDc=",
"organizations_url": "https://api.github.com/users/welch/orgs",
"received_events_url": "https://api.github.com/users/welch/received_events",
"repos_url": "https://api.github.com/users/welch/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/welch/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/welch/subscriptions",
"type": "User",
"url": "https://api.github.com/users/welch"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 1 | "2012-03-06T01:22:25Z" | "2012-03-06T16:56:02Z" | "2012-03-06T16:56:02Z" | NONE | null | I've just done a git clone/install of pandas on Mac OSX 10.6.8 after a fresh install of EPD_free-7.2 to get the dependencies. The build was successful, but in running nostests I get 27 failures, each bottoming out at:
File "/Users/welch/src/pandas/pandas/core/reshape.py", line 95, in _make_selectors
group_mask.put(group_index, True)
TypeError: array cannot be safely cast to required type
here are the failed tests:
test_crosstab_margins (pandas.tools.tests.test_pivot.TestCrosstab)
test_crosstab_multiple (pandas.tools.tests.test_pivot.TestCrosstab)
test_crosstab_ndarray (pandas.tools.tests.test_pivot.TestCrosstab)
test_crosstab_pass_values (pandas.tools.tests.test_pivot.TestCrosstab)
test_crosstab_single (pandas.tools.tests.test_pivot.TestCrosstab)
test_margins (pandas.tools.tests.test_pivot.TestPivotTable)
test_pivot_integer_columns (pandas.tools.tests.test_pivot.TestPivotTable)
test_pivot_multi_functions (pandas.tools.tests.test_pivot.TestPivotTable)
test_pivot_multi_values (pandas.tools.tests.test_pivot.TestPivotTable)
test_pivot_table (pandas.tools.tests.test_pivot.TestPivotTable)
test_pivot_table_multiple (pandas.tools.tests.test_pivot.TestPivotTable)
test_pivot (pandas.tests.test_frame.TestDataFrame)
test_pivot_empty (pandas.tests.test_frame.TestDataFrame)
test_stack_unstack (pandas.tests.test_frame.TestDataFrame)
test_unstack_to_series (pandas.tests.test_frame.TestDataFrame)
test_frame_describe_multikey (pandas.tests.test_groupby.TestGroupBy)
test_groupby_multiple_columns (pandas.tests.test_groupby.TestGroupBy)
test_stack (pandas.tests.test_multilevel.TestMultiLevel)
test_stack_level_name (pandas.tests.test_multilevel.TestMultiLevel)
test_stack_unstack_multiple (pandas.tests.test_multilevel.TestMultiLevel)
test_stack_unstack_preserve_names (pandas.tests.test_multilevel.TestMultiLevel)
test_unstack (pandas.tests.test_multilevel.TestMultiLevel)
test_unstack_bug (pandas.tests.test_multilevel.TestMultiLevel)
test_unstack_level_name (pandas.tests.test_multilevel.TestMultiLevel)
test_unstack_preserve_types (pandas.tests.test_multilevel.TestMultiLevel)
test_pivot (pandas.tests.test_panel.TestLongPanel)
test_unstack (pandas.tests.test_series.TestSeries)
Any advice for me?
(And is this the proper place for such a question?)
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/870/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/870/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/871 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/871/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/871/comments | https://api.github.com/repos/pandas-dev/pandas/issues/871/events | https://github.com/pandas-dev/pandas/issues/871 | 3,521,384 | MDU6SXNzdWUzNTIxMzg0 | 871 | concat on axis=1 and ignore_index=True raises TypeError | {
"avatar_url": "https://avatars.githubusercontent.com/u/25192?v=4",
"events_url": "https://api.github.com/users/lbeltrame/events{/privacy}",
"followers_url": "https://api.github.com/users/lbeltrame/followers",
"following_url": "https://api.github.com/users/lbeltrame/following{/other_user}",
"gists_url": "https://api.github.com/users/lbeltrame/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/lbeltrame",
"id": 25192,
"login": "lbeltrame",
"node_id": "MDQ6VXNlcjI1MTky",
"organizations_url": "https://api.github.com/users/lbeltrame/orgs",
"received_events_url": "https://api.github.com/users/lbeltrame/received_events",
"repos_url": "https://api.github.com/users/lbeltrame/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/lbeltrame/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/lbeltrame/subscriptions",
"type": "User",
"url": "https://api.github.com/users/lbeltrame"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 1 | "2012-03-06T09:33:27Z" | "2012-03-06T21:34:15Z" | "2012-03-06T21:34:14Z" | CONTRIBUTOR | null | Test case:
``` python
>>> frame1 = pandas.DataFrame({"test1":["a", "b", "c"], "test2":[1,2,3], "test3": [4.5, 3.2, 1.2]})
>>> frame2 = pandas.DataFrame({"test4": [5.2, 2.2, 4.3]})
>>> pandas.concat([frame1, frame2], ignore_index=True, axis=1)
/usr/lib64/python2.7/site-packages/pandas/tools/merge.pyc in concat(objs, axis, join, join_axes, ignore_index, keys, levels, names,
689 keys=keys, levels=levels, names=names,
690 verify_integrity=verify_integrity)
--> 691 return op.get_result()
692
693
/usr/lib64/python2.7/site-packages//pandas/tools/merge.pyc in get_result(self)
759 columns=self.new_axes[1])
760 else:
--> 761 new_data = self._get_concatenated_data()
762 return self.objs[0]._from_axes(new_data, self.new_axes)
763
/usr/lib64/python2.7/site-packages/pandas/tools/merge.pyc in _get_concatenated_data(self)
776 for kind in kinds:
777 klass_blocks = [mapping.get(kind) for mapping in blockmaps]
--> 778 stacked_block = self._concat_blocks(klass_blocks)
779 new_blocks.append(stacked_block)
780 new_data = BlockManager(new_blocks, self.new_axes)
/usr/lib64/python2.7/site-packages/pandas/tools/merge.pyc in _concat_blocks(self, blocks)
832 concat_items = _concat_indexes(all_items)
833
--> 834 return make_block(concat_values, concat_items, self.new_axes[0])
835
836 def _concat_single_item(self, item):
/usr/lib64/python2.7/site-packages/pandas/core/internals.pyc in make_block(values, items, ref_items, do_integrity_check)
287
288 return klass(values, items, ref_items, ndim=values.ndim,
--> 289 do_integrity_check=do_integrity_check)
290
291 # TODO: flexible with index=None and/or items=None
/usr/lib64/python2.7/site-packages/pandas/core/internals.pyc in __init__(self, values, items, ref_items, ndim, do_integrity_check)
28 self.ndim = ndim
29 self.items = _ensure_index(items)
---> 30 self.ref_items = _ensure_index(ref_items)
31
32 if do_integrity_check:
/usr/lib64/python2.7/site-packages/pandas/core/index.pyc in _ensure_index(index_like)
2152 if hasattr(index_like, 'name'):
2153 return Index(index_like, name=index_like.name)
-> 2154 return Index(index_like)
2155
2156 def _validate_join_method(method):
/usr/lib64/python2.7/site-packages/pandas/core/index.pyc in __new__(cls, data, dtype, copy, name)
70 else:
71 # other iterable of some kind
---> 72 subarr = com._asarray_tuplesafe(data, dtype=object)
73
74 if lib.is_integer_array(subarr) and dtype is None:
/usr/lib64/python2.7/site-packages/pandas/core/common.pyc in _asarray_tuplesafe(values, dtype)
493 def _asarray_tuplesafe(values, dtype=None):
494 if not isinstance(values, (list, tuple, np.ndarray)):
--> 495 values = list(values)
496
497 if isinstance(values, list) and dtype in [np.object_, object]:
TypeError: 'NoneType' object is not iterable
```
From today's git.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/871/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/871/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/872 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/872/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/872/comments | https://api.github.com/repos/pandas-dev/pandas/issues/872/events | https://github.com/pandas-dev/pandas/issues/872 | 3,526,390 | MDU6SXNzdWUzNTI2Mzkw | 872 | DataFrame.to_string() does not always use formatters argument | {
"avatar_url": "https://avatars.githubusercontent.com/u/1094464?v=4",
"events_url": "https://api.github.com/users/lodagro/events{/privacy}",
"followers_url": "https://api.github.com/users/lodagro/followers",
"following_url": "https://api.github.com/users/lodagro/following{/other_user}",
"gists_url": "https://api.github.com/users/lodagro/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/lodagro",
"id": 1094464,
"login": "lodagro",
"node_id": "MDQ6VXNlcjEwOTQ0NjQ=",
"organizations_url": "https://api.github.com/users/lodagro/orgs",
"received_events_url": "https://api.github.com/users/lodagro/received_events",
"repos_url": "https://api.github.com/users/lodagro/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/lodagro/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/lodagro/subscriptions",
"type": "User",
"url": "https://api.github.com/users/lodagro"
} | [] | closed | false | null | [] | null | 1 | "2012-03-06T16:02:05Z" | "2012-03-08T21:24:27Z" | "2012-03-08T21:24:27Z" | CONTRIBUTOR | null | ``` python
In [28]: myformatter = lambda x: '[%4.1f]' % x
In [29]: df = pandas.DataFrame(np.random.randn(2,2), columns=['A', 'B'])
In [30]: df
Out[30]:
A B
0 -0.478634 1.143561
1 0.043301 1.006389
In [31]: print df.to_string(formatters={'A': myformatter})
A B
0 [-0.5] 1.143561
1 [ 0.0] 1.006389
In [32]: df = pandas.DataFrame(np.random.randint(0, 10, (2, 2)), columns=['A', 'B'])
In [33]: df
Out[33]:
A B
0 4 3
1 0 4
In [34]: print df.to_string(formatters={'A': myformatter})
A B
0 4 3
1 0 4
In [35]:
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/872/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/872/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/873 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/873/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/873/comments | https://api.github.com/repos/pandas-dev/pandas/issues/873/events | https://github.com/pandas-dev/pandas/issues/873 | 3,529,111 | MDU6SXNzdWUzNTI5MTEx | 873 | Add column slicing to parse() in _parse_xlsx and _parse_xls | {
"avatar_url": "https://avatars.githubusercontent.com/u/1508213?v=4",
"events_url": "https://api.github.com/users/blounsbury-usbr/events{/privacy}",
"followers_url": "https://api.github.com/users/blounsbury-usbr/followers",
"following_url": "https://api.github.com/users/blounsbury-usbr/following{/other_user}",
"gists_url": "https://api.github.com/users/blounsbury-usbr/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/blounsbury-usbr",
"id": 1508213,
"login": "blounsbury-usbr",
"node_id": "MDQ6VXNlcjE1MDgyMTM=",
"organizations_url": "https://api.github.com/users/blounsbury-usbr/orgs",
"received_events_url": "https://api.github.com/users/blounsbury-usbr/received_events",
"repos_url": "https://api.github.com/users/blounsbury-usbr/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/blounsbury-usbr/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/blounsbury-usbr/subscriptions",
"type": "User",
"url": "https://api.github.com/users/blounsbury-usbr"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-07-22T19:13:24Z",
"closed_issues": 101,
"created_at": "2011-11-13T23:21:44Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-07-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/8",
"id": 55119,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/8/labels",
"node_id": "MDk6TWlsZXN0b25lNTUxMTk=",
"number": 8,
"open_issues": 0,
"state": "closed",
"title": "0.8.1",
"updated_at": "2012-07-27T15:54:14Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/8"
} | 2 | "2012-03-06T18:43:52Z" | "2016-10-12T23:02:50Z" | "2012-07-13T04:54:53Z" | NONE | null | Rather than parsing an entire worksheet, parse a slice of the columns. I don't know how this would work for _parse_xlsx but for _parse_xls the code could be changed, line 671 of parsers.py, from:
```
for value, typ in izip(sheet.row_values(i), sheet.row_types(i)):
```
To:
```
for value, typ in izip(sheet.row_values(i, index_col, None), sheet.row_types(i, index_col, None)):
```
So, there would be a new parameter to parse(), 'end_col' or 'index_col_offset' or something, passing the column to stop parsing at. The default would be 'None' get all the data in the worksheet. If index_col==None it would need to be zero in the sheet.row_values function.
Just a thought, as it would be nice to pull in just the data you want from a worksheet and not everything in the worksheet. Would be really nice to be able to specify specific columns of data, but I don't know how that would work, it is above my knowledge level.
Thanks, Bob
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/873/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/873/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/874 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/874/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/874/comments | https://api.github.com/repos/pandas-dev/pandas/issues/874/events | https://github.com/pandas-dev/pandas/issues/874 | 3,536,670 | MDU6SXNzdWUzNTM2Njcw | 874 | No gaps in Series/DataFrame.rank | {
"avatar_url": "https://avatars.githubusercontent.com/u/759245?v=4",
"events_url": "https://api.github.com/users/changhiskhan/events{/privacy}",
"followers_url": "https://api.github.com/users/changhiskhan/followers",
"following_url": "https://api.github.com/users/changhiskhan/following{/other_user}",
"gists_url": "https://api.github.com/users/changhiskhan/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/changhiskhan",
"id": 759245,
"login": "changhiskhan",
"node_id": "MDQ6VXNlcjc1OTI0NQ==",
"organizations_url": "https://api.github.com/users/changhiskhan/orgs",
"received_events_url": "https://api.github.com/users/changhiskhan/received_events",
"repos_url": "https://api.github.com/users/changhiskhan/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/changhiskhan/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/changhiskhan/subscriptions",
"type": "User",
"url": "https://api.github.com/users/changhiskhan"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 1 | "2012-03-07T02:10:41Z" | "2012-03-12T18:32:58Z" | "2012-03-12T18:32:58Z" | CONTRIBUTOR | null | instead of using the average rank for ties, use the smallest rank.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/874/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/874/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/875 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/875/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/875/comments | https://api.github.com/repos/pandas-dev/pandas/issues/875/events | https://github.com/pandas-dev/pandas/issues/875 | 3,536,677 | MDU6SXNzdWUzNTM2Njc3 | 875 | ascending parameter in Series/DataFrame.rank | {
"avatar_url": "https://avatars.githubusercontent.com/u/759245?v=4",
"events_url": "https://api.github.com/users/changhiskhan/events{/privacy}",
"followers_url": "https://api.github.com/users/changhiskhan/followers",
"following_url": "https://api.github.com/users/changhiskhan/following{/other_user}",
"gists_url": "https://api.github.com/users/changhiskhan/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/changhiskhan",
"id": 759245,
"login": "changhiskhan",
"node_id": "MDQ6VXNlcjc1OTI0NQ==",
"organizations_url": "https://api.github.com/users/changhiskhan/orgs",
"received_events_url": "https://api.github.com/users/changhiskhan/received_events",
"repos_url": "https://api.github.com/users/changhiskhan/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/changhiskhan/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/changhiskhan/subscriptions",
"type": "User",
"url": "https://api.github.com/users/changhiskhan"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 0 | "2012-03-07T02:11:15Z" | "2012-03-13T01:25:04Z" | "2012-03-13T01:25:04Z" | CONTRIBUTOR | null | true by default, rank descending otherwise
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/875/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/875/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/876 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/876/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/876/comments | https://api.github.com/repos/pandas-dev/pandas/issues/876/events | https://github.com/pandas-dev/pandas/issues/876 | 3,544,824 | MDU6SXNzdWUzNTQ0ODI0 | 876 | add an input data sanity-checker | {
"avatar_url": "https://avatars.githubusercontent.com/u/11860?v=4",
"events_url": "https://api.github.com/users/timmie/events{/privacy}",
"followers_url": "https://api.github.com/users/timmie/followers",
"following_url": "https://api.github.com/users/timmie/following{/other_user}",
"gists_url": "https://api.github.com/users/timmie/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/timmie",
"id": 11860,
"login": "timmie",
"node_id": "MDQ6VXNlcjExODYw",
"organizations_url": "https://api.github.com/users/timmie/orgs",
"received_events_url": "https://api.github.com/users/timmie/received_events",
"repos_url": "https://api.github.com/users/timmie/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/timmie/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/timmie/subscriptions",
"type": "User",
"url": "https://api.github.com/users/timmie"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "06909A",
"default": false,
"description": "IO issues that don't fit into a more specific label",
"id": 2301354,
"name": "IO Data",
"node_id": "MDU6TGFiZWwyMzAxMzU0",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/IO%20Data"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 278,
"created_at": "2013-01-06T03:02:01Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "Milestone for filing things away that may be reached someday (at which point such issues should be moved to the appropriate release milestone)",
"due_on": "2022-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/20",
"id": 239227,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/20/labels",
"node_id": "MDk6TWlsZXN0b25lMjM5MjI3",
"number": 20,
"open_issues": 108,
"state": "open",
"title": "Someday",
"updated_at": "2021-08-08T01:48:22Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/20"
} | 4 | "2012-03-07T15:52:40Z" | "2014-06-03T01:19:49Z" | "2014-06-03T01:19:49Z" | CONTRIBUTOR | null | Sometimes, ASCII data can contain strange fragments such as "/", "-", "%", "`", "#", "~" in the numerical data columns.
These charaters could either be inserted by a mal-functioning data logger (obeservation data), differencing conventions on NoData or wrong exports from other programs.
Before processing such data into a array/dataframe, there need to be sanity checks of the data.
- Such a checker would go through the data if ascii read-in fails and show on which line such a read error occurs.
Optionally, such das checker tools would offer the to replace data by a NaN or a defined value just like "fill_value".
- onther functionality would be to return the faulty lines and columns in order to check manually what's wrong in the input data
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/876/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/876/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/877 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/877/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/877/comments | https://api.github.com/repos/pandas-dev/pandas/issues/877/events | https://github.com/pandas-dev/pandas/issues/877 | 3,553,620 | MDU6SXNzdWUzNTUzNjIw | 877 | Handle Carrage Return in read_csv | {
"avatar_url": "https://avatars.githubusercontent.com/u/1308430?v=4",
"events_url": "https://api.github.com/users/theandygross/events{/privacy}",
"followers_url": "https://api.github.com/users/theandygross/followers",
"following_url": "https://api.github.com/users/theandygross/following{/other_user}",
"gists_url": "https://api.github.com/users/theandygross/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/theandygross",
"id": 1308430,
"login": "theandygross",
"node_id": "MDQ6VXNlcjEzMDg0MzA=",
"organizations_url": "https://api.github.com/users/theandygross/orgs",
"received_events_url": "https://api.github.com/users/theandygross/received_events",
"repos_url": "https://api.github.com/users/theandygross/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/theandygross/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/theandygross/subscriptions",
"type": "User",
"url": "https://api.github.com/users/theandygross"
} | [] | closed | false | null | [] | null | 2 | "2012-03-07T23:53:51Z" | "2012-03-08T00:20:42Z" | "2012-03-07T23:57:44Z" | CONTRIBUTOR | null | read_csv currently misses newlines that end in \r\n
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/877/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/877/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/878 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/878/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/878/comments | https://api.github.com/repos/pandas-dev/pandas/issues/878/events | https://github.com/pandas-dev/pandas/issues/878 | 3,554,477 | MDU6SXNzdWUzNTU0NDc3 | 878 | Subsetting with lists fails with TypeError | {
"avatar_url": "https://avatars.githubusercontent.com/u/1203056?v=4",
"events_url": "https://api.github.com/users/jhaynes/events{/privacy}",
"followers_url": "https://api.github.com/users/jhaynes/followers",
"following_url": "https://api.github.com/users/jhaynes/following{/other_user}",
"gists_url": "https://api.github.com/users/jhaynes/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jhaynes",
"id": 1203056,
"login": "jhaynes",
"node_id": "MDQ6VXNlcjEyMDMwNTY=",
"organizations_url": "https://api.github.com/users/jhaynes/orgs",
"received_events_url": "https://api.github.com/users/jhaynes/received_events",
"repos_url": "https://api.github.com/users/jhaynes/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jhaynes/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jhaynes/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jhaynes"
} | [] | closed | false | null | [] | null | 4 | "2012-03-08T01:11:14Z" | "2012-03-08T19:07:25Z" | "2012-03-08T19:07:25Z" | NONE | null | ``` python
from pandas import *
import pandas
import numpy as np
df = DataFrame({'a': np.random.randn(6),
'b': ['foo', 'bar'] * 3,
'c': np.random.randn(6)})
df.ix[2:4, ['b','c']]
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
/home/sandbox/PandasTutorial/<ipython-input-7-be5ec57dcb20> in <module>()
----> 1 df.ix[2:4, ['b','c']]
/software/pandas/pandas/core/indexing.pyc in __getitem__(self, key)
31 pass
32
---> 33 return self._getitem_tuple(key)
34 else:
35 return self._getitem_axis(key, axis=0)
/software/pandas/pandas/core/indexing.pyc in _getitem_tuple(self, tup)
113 continue
114
--> 115 retval = retval.ix._getitem_axis(key, axis=i)
116
117 return retval
/software/pandas/pandas/core/indexing.pyc in _getitem_axis(self, key, axis)
172 raise ValueError('Cannot index with multidimensional key')
173
--> 174 return self._getitem_iterable(key, axis=axis)
175 elif axis == 0:
176 is_int_index = _is_integer_index(labels)
/software/pandas/pandas/core/indexing.pyc in _getitem_iterable(self, key, axis)
213 keyarr = labels.take(keyarr)
214
--> 215 return self.obj.reindex(**{axis_name: keyarr})
216
217 def _convert_to_indexer(self, obj, axis=0):
/software/pandas/pandas/core/frame.pyc in reindex(self, index, columns, method, level, fill_value, copy)
1844
1845 if columns is not None:
-> 1846 frame = frame._reindex_columns(columns, copy, level, fill_value)
1847
1848 return frame
/software/pandas/pandas/core/frame.pyc in _reindex_columns(self, new_columns, copy, level, fill_value)
1907 new_columns, indexer = self.columns.reindex(new_columns, level=level)
1908 return self._reindex_with_indexers(None, None, new_columns, indexer,
-> 1909 copy, fill_value)
1910
1911 def _reindex_with_indexers(self, index, row_indexer, columns, col_indexer,
/software/pandas/pandas/core/frame.pyc in _reindex_with_indexers(self, index, row_indexer, columns, col_indexer, copy, fill_value)
1922 # TODO: speed up on homogeneous DataFrame objects
1923 new_data = new_data.reindex_indexer(columns, col_indexer, axis=0,
-> 1924 fill_value=fill_value)
1925 elif columns is not None and columns is not new_data.axes[0]:
1926 new_data = new_data.reindex_items(columns, copy=copy,
/software/pandas/pandas/core/internals.pyc in reindex_indexer(self, new_axis, indexer, axis, fill_value)
735 """
736 if axis == 0:
--> 737 return self._reindex_indexer_items(new_axis, indexer, fill_value)
738
739 mask = indexer == -1
/software/pandas/pandas/core/internals.pyc in _reindex_indexer_items(self, new_items, indexer, fill_value)
755 # TODO: less efficient than I'd like
756
--> 757 item_order = com.take_1d(self.items.values, indexer)
758
759 # keep track of what items aren't found anywhere
/software/pandas/pandas/core/common.pyc in take_1d(arr, indexer, out, fill_value)
186 out = np.empty(n, dtype=arr.dtype)
187 take_f = _take1d_dict[dtype_str]
--> 188 take_f(arr, indexer, out=out, fill_value=fill_value)
189 else:
190 out = arr.take(indexer, out=out)
/software/pandas/pandas/_tseries.so in pandas._tseries.take_1d_object (pandas/src/tseries.c:43051)()
TypeError: take_1d_object() got an unexpected keyword argument 'fill_value'
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/878/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/878/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/879 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/879/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/879/comments | https://api.github.com/repos/pandas-dev/pandas/issues/879/events | https://github.com/pandas-dev/pandas/pull/879 | 3,560,199 | MDExOlB1bGxSZXF1ZXN0OTQ4NzE0 | 879 | Added simple editing feature in qtpandas | {
"avatar_url": "https://avatars.githubusercontent.com/u/1502470?v=4",
"events_url": "https://api.github.com/users/claudiobertoldi/events{/privacy}",
"followers_url": "https://api.github.com/users/claudiobertoldi/followers",
"following_url": "https://api.github.com/users/claudiobertoldi/following{/other_user}",
"gists_url": "https://api.github.com/users/claudiobertoldi/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/claudiobertoldi",
"id": 1502470,
"login": "claudiobertoldi",
"node_id": "MDQ6VXNlcjE1MDI0NzA=",
"organizations_url": "https://api.github.com/users/claudiobertoldi/orgs",
"received_events_url": "https://api.github.com/users/claudiobertoldi/received_events",
"repos_url": "https://api.github.com/users/claudiobertoldi/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/claudiobertoldi/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/claudiobertoldi/subscriptions",
"type": "User",
"url": "https://api.github.com/users/claudiobertoldi"
} | [] | closed | false | null | [] | null | 0 | "2012-03-08T09:37:18Z" | "2014-07-31T08:51:13Z" | "2012-03-16T19:07:30Z" | CONTRIBUTOR | null | I've added simple editing feature in qtpandas.py. Could you merge in the master repository?
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/879/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/879/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/879.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/879",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/879.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/879"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/880 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/880/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/880/comments | https://api.github.com/repos/pandas-dev/pandas/issues/880/events | https://github.com/pandas-dev/pandas/issues/880 | 3,566,418 | MDU6SXNzdWUzNTY2NDE4 | 880 | failure in multiindex-based access in Panel | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 1 | "2012-03-08T16:56:48Z" | "2012-03-08T18:15:50Z" | "2012-03-08T18:15:48Z" | CONTRIBUTOR | null | Example:
import pandas as pn
ind = pn.MultiIndex.from_tuples([('a', 1), ('a', 2), ('b', 1), ('b',2)], names=['fist', 'second'])
wp = pn.Panel(np.random.random((4,5,5)), items=ind,
major_axis=np.arange(5), minor_axis=np.arange(5))
In [10]: wp['a']
...
KeyError: 'no item named a'
In [11]: wp.ix['a']
...
KeyError: 'no item named a'
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/880/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/880/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/881 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/881/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/881/comments | https://api.github.com/repos/pandas-dev/pandas/issues/881/events | https://github.com/pandas-dev/pandas/issues/881 | 3,566,559 | MDU6SXNzdWUzNTY2NTU5 | 881 | dataframe slice assignment failure | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
}
] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 0 | "2012-03-08T17:05:02Z" | "2012-03-08T17:41:16Z" | "2012-03-08T17:41:16Z" | CONTRIBUTOR | null | ```
In [27]: df
Out[27]:
a b c d
0 2 0.103795 -0.066523 NaN
1 3 -0.939895 -0.208760 NaN
2 9 1.968456 0.419374 NaN
3 6 -0.105170 0.162064 NaN
4 7 0.381707 2.126133 NaN
In [28]: df[df['a']==3]
Out[28]:
a b c d
1 3 -0.939895 -0.20876 NaN
In [29]: df[df['a']==2]
Out[29]:
a b c d
0 2 0.103795 -0.066523 NaN
In [30]: df[df['a']==2] = 100
---------------------------------------------------------------------------
IndexingError Traceback (most recent call last)
/home/adam/code/pandas/<ipython-input-30-f7da2453a9f6> in <module>()
----> 1 df[df['a']==2] = 100
/home/adam/code/pandas/pandas/core/frame.py in __setitem__(self, key, value)
1491 self._boolean_set(key, value)
1492 elif isinstance(key, (np.ndarray, list)):
-> 1493 return self._set_item_multiple(key, value)
1494 else:
1495 # set column
/home/adam/code/pandas/pandas/core/frame.py in _set_item_multiple(self, keys, value)
1516 self[k1] = value[k2]
1517 else:
-> 1518 self.ix[:, keys] = value
1519
1520 def _set_item(self, key, value):
/home/adam/code/pandas/pandas/core/indexing.py in __setitem__(self, key, value)
59 raise IndexingError('only tuples of length <= %d supported',
60 self.ndim)
---> 61 indexer = self._convert_tuple(key)
62 else:
63 indexer = self._convert_to_indexer(key)
/home/adam/code/pandas/pandas/core/indexing.py in _convert_tuple(self, key)
68 keyidx = []
69 for i, k in enumerate(key):
---> 70 idx = self._convert_to_indexer(k, axis=i)
71 keyidx.append(idx)
72 return tuple(keyidx)
/home/adam/code/pandas/pandas/core/indexing.py in _convert_to_indexer(self, obj, axis)
282 elif _is_list_like(obj):
283 if com._is_bool_indexer(obj):
--> 284 objarr = _check_bool_indexer(labels, obj)
285 return objarr
286 else:
/home/adam/code/pandas/pandas/core/indexing.py in _check_bool_indexer(ax, key)
417 mask = com.isnull(result)
418 if mask.any():
--> 419 raise IndexingError('cannot index with vector containing '
420 'NA / NaN values')
421
IndexingError: cannot index with vector containing NA / NaN values
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/881/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/881/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/882 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/882/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/882/comments | https://api.github.com/repos/pandas-dev/pandas/issues/882/events | https://github.com/pandas-dev/pandas/issues/882 | 3,570,289 | MDU6SXNzdWUzNTcwMjg5 | 882 | Enable column access via attributes on GroupBy | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "729FCF",
"default": false,
"description": null,
"id": 233160,
"name": "Groupby",
"node_id": "MDU6TGFiZWwyMzMxNjA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Groupby"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 0 | "2012-03-08T19:17:29Z" | "2012-03-13T02:25:14Z" | "2012-03-13T02:25:14Z" | MEMBER | null | Like DataFrame works
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/882/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/882/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/883 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/883/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/883/comments | https://api.github.com/repos/pandas-dev/pandas/issues/883/events | https://github.com/pandas-dev/pandas/issues/883 | 3,570,297 | MDU6SXNzdWUzNTcwMjk3 | 883 | Enable setting existing columns (only) via attributes on DataFrame/Panel | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 0 | "2012-03-08T19:18:03Z" | "2012-03-13T03:42:49Z" | "2012-03-13T03:42:49Z" | MEMBER | null | Purely a convenience (especially in IPython/notebook)
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/883/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/883/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/884 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/884/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/884/comments | https://api.github.com/repos/pandas-dev/pandas/issues/884/events | https://github.com/pandas-dev/pandas/issues/884 | 3,570,554 | MDU6SXNzdWUzNTcwNTU0 | 884 | Enable pivot_table to do group-wise correlations between variables more easily | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "02d7e1",
"default": false,
"description": "Concat, Merge/Join, Stack/Unstack, Explode",
"id": 13098779,
"name": "Reshaping",
"node_id": "MDU6TGFiZWwxMzA5ODc3OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Reshaping"
},
{
"color": "AD7FA8",
"default": false,
"description": null,
"id": 35818298,
"name": "API Design",
"node_id": "MDU6TGFiZWwzNTgxODI5OA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/API%20Design"
},
{
"color": "eb6420",
"default": false,
"description": "Non-arithmetic algos: value_counts, factorize, sorting, isin, clip, shift, diff",
"id": 57296398,
"name": "Algos",
"node_id": "MDU6TGFiZWw1NzI5NjM5OA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Algos"
}
] | closed | false | null | [] | {
"closed_at": "2014-05-30T12:17:57Z",
"closed_issues": 755,
"created_at": "2014-01-03T20:19:04Z",
"creator": null,
"description": "2014-02-3: previous version released",
"due_on": "2014-05-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/24",
"id": 526062,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/24/labels",
"node_id": "MDk6TWlsZXN0b25lNTI2MDYy",
"number": 24,
"open_issues": 0,
"state": "closed",
"title": "0.14.0",
"updated_at": "2016-12-29T13:57:13Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/24"
} | 1 | "2012-03-08T19:34:08Z" | "2014-03-09T15:20:14Z" | "2014-03-09T15:20:14Z" | MEMBER | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/884/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/884/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/885 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/885/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/885/comments | https://api.github.com/repos/pandas-dev/pandas/issues/885/events | https://github.com/pandas-dev/pandas/issues/885 | 3,570,833 | MDU6SXNzdWUzNTcwODMz | 885 | Intercept __builtin__.sum in groupby | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "729FCF",
"default": false,
"description": null,
"id": 233160,
"name": "Groupby",
"node_id": "MDU6TGFiZWwyMzMxNjA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Groupby"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 0 | "2012-03-08T19:51:26Z" | "2012-03-13T01:39:01Z" | "2012-03-13T01:39:01Z" | MEMBER | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/885/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/885/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/886 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/886/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/886/comments | https://api.github.com/repos/pandas-dev/pandas/issues/886/events | https://github.com/pandas-dev/pandas/issues/886 | 3,571,101 | MDU6SXNzdWUzNTcxMTAx | 886 | Implement weighted moving average (pass array of weights) | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2013-12-30T19:53:14Z",
"closed_issues": 1076,
"created_at": "2012-11-15T23:33:37Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "RC1 ANN went out on 2013-12-6: https://groups.google.com/forum/#!topic/pydata/OHutLByJvK0\r\nTwo weeks, clear all reported bugs then call it on 2013-12-20. \r\n(@y-p)\r\n\r\nsince we've had some bugs reported at a high enough rate, extending rc by one\r\nweek until 2013-12-27. \r\n(@y-p)\r\n\r\nBumping to clear debian sparc\r\n2013-12-30. \r\n(@y-p)",
"due_on": "2013-12-30T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/18",
"id": 213925,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/18/labels",
"node_id": "MDk6TWlsZXN0b25lMjEzOTI1",
"number": 18,
"open_issues": 0,
"state": "closed",
"title": "0.13",
"updated_at": "2017-07-22T19:00:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/18"
} | 6 | "2012-03-08T20:08:26Z" | "2013-09-21T13:46:38Z" | "2013-09-21T13:40:48Z" | MEMBER | null | as described here
http://en.wikipedia.org/wiki/Exponential_smoothing#The_weighted_moving_average
cf http://stackoverflow.com/questions/9621362/how-do-i-compute-a-weighted-moving-average-using-pandas
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/886/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/886/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/887 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/887/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/887/comments | https://api.github.com/repos/pandas-dev/pandas/issues/887/events | https://github.com/pandas-dev/pandas/issues/887 | 3,571,699 | MDU6SXNzdWUzNTcxNjk5 | 887 | combineAdd NotImplementedError for SparseDataFrame | {
"avatar_url": "https://avatars.githubusercontent.com/u/805293?v=4",
"events_url": "https://api.github.com/users/craustin/events{/privacy}",
"followers_url": "https://api.github.com/users/craustin/followers",
"following_url": "https://api.github.com/users/craustin/following{/other_user}",
"gists_url": "https://api.github.com/users/craustin/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/craustin",
"id": 805293,
"login": "craustin",
"node_id": "MDQ6VXNlcjgwNTI5Mw==",
"organizations_url": "https://api.github.com/users/craustin/orgs",
"received_events_url": "https://api.github.com/users/craustin/received_events",
"repos_url": "https://api.github.com/users/craustin/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/craustin/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/craustin/subscriptions",
"type": "User",
"url": "https://api.github.com/users/craustin"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 0 | "2012-03-08T20:52:15Z" | "2012-03-11T17:01:00Z" | "2012-03-11T17:00:57Z" | NONE | null | [also, should probably be combine_add]
from pandas import DataFrame
df = DataFrame()
sdf = df.to_sparse()
sdf.combineAdd(DataFrame())
pandas\core\frame.pyc in combineAdd(self, other)
3861 DataFrame
3862 """
-> 3863 return self.add(other, fill_value=0.)
3864
3865 def combineMult(self, other):
pandas\core\frame.pyc in f(self, other, axis, level, fill_value)
173 def f(self, other, axis=default_axis, level=None, fill_value=None):
174 if isinstance(other, DataFrame): # Another DataFrame
--> 175 return self._combine_frame(other, func, fill_value, level)
176 elif isinstance(other, Series):
177 return self._combine_series(other, func, fill_value, axis, level)
pandas\sparse\frame.pyc in _combine_frame(self, other, func, fill_value, level)
414
415 if fill_value is not None or level is not None:
--> 416 raise NotImplementedError
417
418 if not self and not other:
NotImplementedError:
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/887/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/887/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/888 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/888/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/888/comments | https://api.github.com/repos/pandas-dev/pandas/issues/888/events | https://github.com/pandas-dev/pandas/pull/888 | 3,579,202 | MDExOlB1bGxSZXF1ZXN0OTU1MzA2 | 888 | Bugfix: Couldn't subclass Panel | {
"avatar_url": "https://avatars.githubusercontent.com/u/765116?v=4",
"events_url": "https://api.github.com/users/joshuaar/events{/privacy}",
"followers_url": "https://api.github.com/users/joshuaar/followers",
"following_url": "https://api.github.com/users/joshuaar/following{/other_user}",
"gists_url": "https://api.github.com/users/joshuaar/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/joshuaar",
"id": 765116,
"login": "joshuaar",
"node_id": "MDQ6VXNlcjc2NTExNg==",
"organizations_url": "https://api.github.com/users/joshuaar/orgs",
"received_events_url": "https://api.github.com/users/joshuaar/received_events",
"repos_url": "https://api.github.com/users/joshuaar/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/joshuaar/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/joshuaar/subscriptions",
"type": "User",
"url": "https://api.github.com/users/joshuaar"
} | [] | closed | false | null | [] | null | 4 | "2012-03-09T06:46:25Z" | "2014-06-12T13:17:37Z" | "2012-03-14T15:21:09Z" | CONTRIBUTOR | null | I was trying to create a subclass from Panel and came into this snag. I'm not sure if there was a reason Panel was using a hard coded _constructor method, but I changed it to be more generic. I'm new to open source, so constructive criticism is welcome. Am I doing this right?
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/888/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/888/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/888.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/888",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/888.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/888"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/889 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/889/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/889/comments | https://api.github.com/repos/pandas-dev/pandas/issues/889/events | https://github.com/pandas-dev/pandas/issues/889 | 3,580,795 | MDU6SXNzdWUzNTgwNzk1 | 889 | conditional assignment raises exception | {
"avatar_url": "https://avatars.githubusercontent.com/u/1193802?v=4",
"events_url": "https://api.github.com/users/jcreixell/events{/privacy}",
"followers_url": "https://api.github.com/users/jcreixell/followers",
"following_url": "https://api.github.com/users/jcreixell/following{/other_user}",
"gists_url": "https://api.github.com/users/jcreixell/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jcreixell",
"id": 1193802,
"login": "jcreixell",
"node_id": "MDQ6VXNlcjExOTM4MDI=",
"organizations_url": "https://api.github.com/users/jcreixell/orgs",
"received_events_url": "https://api.github.com/users/jcreixell/received_events",
"repos_url": "https://api.github.com/users/jcreixell/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jcreixell/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jcreixell/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jcreixell"
} | [] | closed | false | null | [] | null | 1 | "2012-03-09T10:10:53Z" | "2012-03-09T10:38:40Z" | "2012-03-09T10:38:40Z" | NONE | null | assignment based on a condition, something like
df[df['column']==1] = 5
raises an exception, so i have to use
df.ix[df['column']==1,'column'] = 5
or iterate through the whole DataFrame.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/889/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/889/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/890 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/890/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/890/comments | https://api.github.com/repos/pandas-dev/pandas/issues/890/events | https://github.com/pandas-dev/pandas/issues/890 | 3,583,428 | MDU6SXNzdWUzNTgzNDI4 | 890 | DataFrame.to_html columns broken | {
"avatar_url": "https://avatars.githubusercontent.com/u/1094464?v=4",
"events_url": "https://api.github.com/users/lodagro/events{/privacy}",
"followers_url": "https://api.github.com/users/lodagro/followers",
"following_url": "https://api.github.com/users/lodagro/following{/other_user}",
"gists_url": "https://api.github.com/users/lodagro/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/lodagro",
"id": 1094464,
"login": "lodagro",
"node_id": "MDQ6VXNlcjEwOTQ0NjQ=",
"organizations_url": "https://api.github.com/users/lodagro/orgs",
"received_events_url": "https://api.github.com/users/lodagro/received_events",
"repos_url": "https://api.github.com/users/lodagro/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/lodagro/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/lodagro/subscriptions",
"type": "User",
"url": "https://api.github.com/users/lodagro"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 0 | "2012-03-09T14:07:51Z" | "2012-03-11T16:26:59Z" | "2012-03-11T16:26:59Z" | CONTRIBUTOR | null | Reported on [mailing list](https://groups.google.com/forum/?fromgroups#!topic/pystatsmodels/lK1odlK5zjU), columns argument in `DataFrame.to_html()` broken.
``` python
In [31]: df
Out[31]:
a b c d
0 4 -0.548572 -0.333272 NaN
1 1 -0.502314 0.975798 NaN
2 9 0.283227 1.486831 NaN
3 3 1.514658 -0.747403 NaN
4 7 -1.415763 -0.697034 NaN
In [32]: print df.to_html(columns=['a'])
<table border="1">
<thead>
<tr>
<th></th>
<th>a</th>
<th>b</th>
<th>c</th>
<th>d</th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>0</strong></td>
<td> 4</td>
<td>-0.548572</td>
<td>-0.333272</td>
<td>NaN</td>
</tr>
<tr>
<td><strong>1</strong></td>
<td> 1</td>
<td>-0.502314</td>
<td> 0.975798</td>
<td>NaN</td>
</tr>
<tr>
<td><strong>2</strong></td>
<td> 9</td>
<td> 0.283227</td>
<td> 1.486831</td>
<td>NaN</td>
</tr>
<tr>
<td><strong>3</strong></td>
<td> 3</td>
<td> 1.514658</td>
<td>-0.747403</td>
<td>NaN</td>
</tr>
<tr>
<td><strong>4</strong></td>
<td> 7</td>
<td>-1.415763</td>
<td>-0.697034</td>
<td>NaN</td>
</tr>
</tbody>
</table>
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/890/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/890/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/891 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/891/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/891/comments | https://api.github.com/repos/pandas-dev/pandas/issues/891/events | https://github.com/pandas-dev/pandas/issues/891 | 3,583,502 | MDU6SXNzdWUzNTgzNTAy | 891 | DataFrame.to_html encoding | {
"avatar_url": "https://avatars.githubusercontent.com/u/1094464?v=4",
"events_url": "https://api.github.com/users/lodagro/events{/privacy}",
"followers_url": "https://api.github.com/users/lodagro/followers",
"following_url": "https://api.github.com/users/lodagro/following{/other_user}",
"gists_url": "https://api.github.com/users/lodagro/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/lodagro",
"id": 1094464,
"login": "lodagro",
"node_id": "MDQ6VXNlcjEwOTQ0NjQ=",
"organizations_url": "https://api.github.com/users/lodagro/orgs",
"received_events_url": "https://api.github.com/users/lodagro/received_events",
"repos_url": "https://api.github.com/users/lodagro/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/lodagro/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/lodagro/subscriptions",
"type": "User",
"url": "https://api.github.com/users/lodagro"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 2 | "2012-03-09T14:15:05Z" | "2012-03-15T21:10:38Z" | "2012-03-15T21:09:53Z" | CONTRIBUTOR | null | see also [mailing list](https://groups.google.com/forum/?fromgroups#!topic/pystatsmodels/e5J1yvCGmmI)
``` python
In [34]: df = pandas.DataFrame({'A': [u'\u03c3']})
In [35]: df
Out[35]:
A
0 σ
In [36]: print df.to_html()
---------------------------------------------------------------------------
UnicodeEncodeError Traceback (most recent call last)
...
UnicodeEncodeError: 'ascii' codec can't encode character u'\u03c3' in position 1: ordinal not in range(128)
In [37]:
```
further more from the thread:
```
... I wanted to spot as well that
force_unicode is in the doc but is not available.
TypeError: to_html() got an unexpected keyword argument 'force_unicode'
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/891/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/891/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/892 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/892/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/892/comments | https://api.github.com/repos/pandas-dev/pandas/issues/892/events | https://github.com/pandas-dev/pandas/issues/892 | 3,585,494 | MDU6SXNzdWUzNTg1NDk0 | 892 | Weird None /nan behaviour | {
"avatar_url": "https://avatars.githubusercontent.com/u/10137?v=4",
"events_url": "https://api.github.com/users/ghost/events{/privacy}",
"followers_url": "https://api.github.com/users/ghost/followers",
"following_url": "https://api.github.com/users/ghost/following{/other_user}",
"gists_url": "https://api.github.com/users/ghost/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/ghost",
"id": 10137,
"login": "ghost",
"node_id": "MDQ6VXNlcjEwMTM3",
"organizations_url": "https://api.github.com/users/ghost/orgs",
"received_events_url": "https://api.github.com/users/ghost/received_events",
"repos_url": "https://api.github.com/users/ghost/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/ghost/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/ghost/subscriptions",
"type": "User",
"url": "https://api.github.com/users/ghost"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 4 | "2012-03-09T16:32:02Z" | "2012-03-13T01:29:02Z" | "2012-03-13T01:29:02Z" | NONE | null | Somehow I can't set single NaN entries to be None, but I can set a whole column of NaN entries to a column of None entries. ( x[1].ix[3]=None doesnt work either)
> > > from pandas import *
> > > x = DataFrame(columns=[0,1], index=[3,4])
> > > x
> > > 0 1
> > > 3 NaN NaN
> > > 4 NaN NaN
> > >
> > > x[0]= [None,None] # this works fine
> > > x
> > > 0 1
> > > 3 None NaN
> > > 4 None NaN
> > >
> > > x[1][3]=None # this has no effect and is my issue
> > > x
> > > 0 1
> > > 3 None NaN
> > > 4 None NaN
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/892/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/892/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/893 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/893/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/893/comments | https://api.github.com/repos/pandas-dev/pandas/issues/893/events | https://github.com/pandas-dev/pandas/issues/893 | 3,587,207 | MDU6SXNzdWUzNTg3MjA3 | 893 | DataFrame.from_records() should optionally convert None to NaN | {
"avatar_url": "https://avatars.githubusercontent.com/u/1327168?v=4",
"events_url": "https://api.github.com/users/gerigk/events{/privacy}",
"followers_url": "https://api.github.com/users/gerigk/followers",
"following_url": "https://api.github.com/users/gerigk/following{/other_user}",
"gists_url": "https://api.github.com/users/gerigk/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/gerigk",
"id": 1327168,
"login": "gerigk",
"node_id": "MDQ6VXNlcjEzMjcxNjg=",
"organizations_url": "https://api.github.com/users/gerigk/orgs",
"received_events_url": "https://api.github.com/users/gerigk/received_events",
"repos_url": "https://api.github.com/users/gerigk/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/gerigk/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/gerigk/subscriptions",
"type": "User",
"url": "https://api.github.com/users/gerigk"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 4 | "2012-03-09T18:19:30Z" | "2012-03-15T17:19:06Z" | "2012-03-15T16:49:22Z" | NONE | null | I still run frequently into problems with "NaN" and "None".
For example:
I retrieve Data from an SQL DB (postgres in my case) and then I have a list of tuples with "None" (in SQL NULL) values.
I then convert to a DF by using DataFrame.from_records()
Now, to avoid object Series it would be nice to have None automatically mapped to "NaN" in the same way as "from_csv" does.
Right now I would have to do something like DF.fillna(np.nan) and then convert the numeric columns again to their original type which is kind of ugly.
```
time0 = datetime.now()
result_dataframe = DataFrame.from_records(results, columns=columns)
time1 = datetime.now()
for col in result_dataframe:
if result_dataframe.dtypes[col] == object:
result_dataframe[col].fillna(np.nan, inplace=True)
result_dataframe = result_dataframe.from_records(result_dataframe)
print datetime.now() - time1, time1-time0
```
> > 0:00:07.477906 0:00:01.971754
The fillna takes much longer than the construction of the DF itself. Example with 750k rows.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/893/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/893/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/894 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/894/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/894/comments | https://api.github.com/repos/pandas-dev/pandas/issues/894/events | https://github.com/pandas-dev/pandas/issues/894 | 3,592,010 | MDU6SXNzdWUzNTkyMDEw | 894 | shortcuts for frequencies | {
"avatar_url": "https://avatars.githubusercontent.com/u/11860?v=4",
"events_url": "https://api.github.com/users/timmie/events{/privacy}",
"followers_url": "https://api.github.com/users/timmie/followers",
"following_url": "https://api.github.com/users/timmie/following{/other_user}",
"gists_url": "https://api.github.com/users/timmie/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/timmie",
"id": 11860,
"login": "timmie",
"node_id": "MDQ6VXNlcjExODYw",
"organizations_url": "https://api.github.com/users/timmie/orgs",
"received_events_url": "https://api.github.com/users/timmie/received_events",
"repos_url": "https://api.github.com/users/timmie/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/timmie/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/timmie/subscriptions",
"type": "User",
"url": "https://api.github.com/users/timmie"
} | [
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 2 | "2012-03-10T00:22:44Z" | "2012-04-13T01:37:40Z" | "2012-04-13T01:37:40Z" | CONTRIBUTOR | null | would it be possible to shorten:
```
index = DateRange('1/1/2000 00:00', periods=8, offset=datetools.Hour())
```
to
```
index = DateRange('1/1/2000 00:00', periods=8, offset=h)
```
(maybe I am still spoiled by scikits.timeseries)
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/894/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/894/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/895 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/895/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/895/comments | https://api.github.com/repos/pandas-dev/pandas/issues/895/events | https://github.com/pandas-dev/pandas/issues/895 | 3,592,272 | MDU6SXNzdWUzNTkyMjcy | 895 | DateRange in docs not working | {
"avatar_url": "https://avatars.githubusercontent.com/u/11860?v=4",
"events_url": "https://api.github.com/users/timmie/events{/privacy}",
"followers_url": "https://api.github.com/users/timmie/followers",
"following_url": "https://api.github.com/users/timmie/following{/other_user}",
"gists_url": "https://api.github.com/users/timmie/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/timmie",
"id": 11860,
"login": "timmie",
"node_id": "MDQ6VXNlcjExODYw",
"organizations_url": "https://api.github.com/users/timmie/orgs",
"received_events_url": "https://api.github.com/users/timmie/received_events",
"repos_url": "https://api.github.com/users/timmie/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/timmie/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/timmie/subscriptions",
"type": "User",
"url": "https://api.github.com/users/timmie"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
}
] | closed | false | null | [] | {
"closed_at": "2012-03-16T16:11:29Z",
"closed_issues": 34,
"created_at": "2012-03-01T23:49:11Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-03-31T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/12",
"id": 91054,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12/labels",
"node_id": "MDk6TWlsZXN0b25lOTEwNTQ=",
"number": 12,
"open_issues": 0,
"state": "closed",
"title": "0.7.2",
"updated_at": "2012-03-29T03:04:05Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/12"
} | 1 | "2012-03-10T00:53:13Z" | "2012-03-11T16:41:21Z" | "2012-03-11T16:41:21Z" | CONTRIBUTOR | null | ```
rng = DateRange(start, end, offset=BDay())
```
triggers:
NameError: name 'BDay' is not defined
should be
```
rng = DateRange(start, end, offset=datetools.BDay())
```
http://pandas.pydata.org/pandas-docs/stable/timeseries.html#generating-date-ranges-daterange
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/895/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/895/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/896 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/896/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/896/comments | https://api.github.com/repos/pandas-dev/pandas/issues/896/events | https://github.com/pandas-dev/pandas/issues/896 | 3,592,363 | MDU6SXNzdWUzNTkyMzYz | 896 | DateRange for 12 month not created | {
"avatar_url": "https://avatars.githubusercontent.com/u/11860?v=4",
"events_url": "https://api.github.com/users/timmie/events{/privacy}",
"followers_url": "https://api.github.com/users/timmie/followers",
"following_url": "https://api.github.com/users/timmie/following{/other_user}",
"gists_url": "https://api.github.com/users/timmie/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/timmie",
"id": 11860,
"login": "timmie",
"node_id": "MDQ6VXNlcjExODYw",
"organizations_url": "https://api.github.com/users/timmie/orgs",
"received_events_url": "https://api.github.com/users/timmie/received_events",
"repos_url": "https://api.github.com/users/timmie/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/timmie/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/timmie/subscriptions",
"type": "User",
"url": "https://api.github.com/users/timmie"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 7 | "2012-03-10T01:08:46Z" | "2012-04-21T17:45:17Z" | "2012-04-21T17:45:17Z" | CONTRIBUTOR | null | Target: create a 12 month date range:
base data
```
rng = DateRange('1/1/2000 00:00', periods=8760, offset=datetools.Hour())
ts = Series(randn(len(rng)), index=rng)
```
the range
```
ts.index[0]
Out[95]: datetime.datetime(2000, 1, 1, 0, 0)
ts.index[-1]
Out[96]: datetime.datetime(2000, 12, 30, 23, 0)
mrg = DateRange(start=ts.index[0], end=ts.index[-1], offset=datetools.MonthEnd())
mrg
Out[98]:
<class 'pandas.core.daterange.DateRange'>
offset: <1 MonthEnd>, tzinfo: None
[2000-01-31 00:00:00, ..., 2000-11-30 00:00:00]
length: 11
```
Why do I not get 12 months? Jan-Dec?
And how could I get a range out of 12 months from the ts?
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/896/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/896/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/897 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/897/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/897/comments | https://api.github.com/repos/pandas-dev/pandas/issues/897/events | https://github.com/pandas-dev/pandas/issues/897 | 3,592,723 | MDU6SXNzdWUzNTkyNzIz | 897 | to xlsx no working | {
"avatar_url": "https://avatars.githubusercontent.com/u/11860?v=4",
"events_url": "https://api.github.com/users/timmie/events{/privacy}",
"followers_url": "https://api.github.com/users/timmie/followers",
"following_url": "https://api.github.com/users/timmie/following{/other_user}",
"gists_url": "https://api.github.com/users/timmie/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/timmie",
"id": 11860,
"login": "timmie",
"node_id": "MDQ6VXNlcjExODYw",
"organizations_url": "https://api.github.com/users/timmie/orgs",
"received_events_url": "https://api.github.com/users/timmie/received_events",
"repos_url": "https://api.github.com/users/timmie/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/timmie/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/timmie/subscriptions",
"type": "User",
"url": "https://api.github.com/users/timmie"
} | [] | closed | false | null | [] | null | 2 | "2012-03-10T02:04:12Z" | "2012-03-11T01:44:15Z" | "2012-03-11T01:44:15Z" | CONTRIBUTOR | null | ```
730 self.fm_date = xlwt.easyxf(num_format_str='YYYY-MM-DD')
731 else:
--> 732 from openpyxl import Workbook
733 self.book = Workbook(optimized_write = True)
734 self.path = path
ImportError: cannot import name Workbook
```
I think should be workbook in low case letter.
But maybe they changed in the new versions?
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/897/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/897/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/898 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/898/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/898/comments | https://api.github.com/repos/pandas-dev/pandas/issues/898/events | https://github.com/pandas-dev/pandas/issues/898 | 3,594,317 | MDU6SXNzdWUzNTk0MzE3 | 898 | Averaging along row looses timestamp information | {
"avatar_url": "https://avatars.githubusercontent.com/u/11860?v=4",
"events_url": "https://api.github.com/users/timmie/events{/privacy}",
"followers_url": "https://api.github.com/users/timmie/followers",
"following_url": "https://api.github.com/users/timmie/following{/other_user}",
"gists_url": "https://api.github.com/users/timmie/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/timmie",
"id": 11860,
"login": "timmie",
"node_id": "MDQ6VXNlcjExODYw",
"organizations_url": "https://api.github.com/users/timmie/orgs",
"received_events_url": "https://api.github.com/users/timmie/received_events",
"repos_url": "https://api.github.com/users/timmie/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/timmie/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/timmie/subscriptions",
"type": "User",
"url": "https://api.github.com/users/timmie"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 5 | "2012-03-10T10:17:33Z" | "2012-04-10T22:40:31Z" | "2012-04-05T03:58:22Z" | CONTRIBUTOR | null | data
```
import numpy as np
import pandas
data1 = np.arange(24)
data2 = 24 - np.arange(24)
dates = pandas.DateRange(start=datetime.datetime(2005,1,1),
periods=24, offset=pandas.datetools.MonthEnd())
DF = pandas.DataFrame({'data1':data1, 'data2':data2}, index=dates)
ann_range = pandas.DateRange(start=datetime.datetime(2005,1,1,0),
end=datetime.datetime(2007,1,1),offset=12*pandas.datetools.MonthEnd())
DF.groupby(clim_range.asof).mean()
```
Now averaging data1 & data2 for each row
```
df.groupby(lambda x: x.month).mean()
```
After this, the timestamp is lost:
An enumerated key (1-12) is returned.
One would need to have now a series with frequency monthly.
Reference:
https://groups.google.com/group/pystatsmodels/browse_thread/thread/9b1b9a3152c3709a/0b01d056cf9491ff?hl=en%EF%BF%BDb01d056cf9491ff
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/898/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/898/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/899 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/899/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/899/comments | https://api.github.com/repos/pandas-dev/pandas/issues/899/events | https://github.com/pandas-dev/pandas/issues/899 | 3,601,513 | MDU6SXNzdWUzNjAxNTEz | 899 | Skip tests requiring pytz | {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
} | [] | closed | false | null | [] | null | 1 | "2012-03-11T15:30:24Z" | "2012-03-11T15:55:19Z" | "2012-03-11T15:55:19Z" | MEMBER | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/899/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/899/timeline | null | null | null |
|
https://api.github.com/repos/pandas-dev/pandas/issues/900 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/900/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/900/comments | https://api.github.com/repos/pandas-dev/pandas/issues/900/events | https://github.com/pandas-dev/pandas/issues/900 | 3,602,535 | MDU6SXNzdWUzNjAyNTM1 | 900 | timeseries branch, fix labels in plotting | {
"avatar_url": "https://avatars.githubusercontent.com/u/869232?v=4",
"events_url": "https://api.github.com/users/adamklein/events{/privacy}",
"followers_url": "https://api.github.com/users/adamklein/followers",
"following_url": "https://api.github.com/users/adamklein/following{/other_user}",
"gists_url": "https://api.github.com/users/adamklein/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamklein",
"id": 869232,
"login": "adamklein",
"node_id": "MDQ6VXNlcjg2OTIzMg==",
"organizations_url": "https://api.github.com/users/adamklein/orgs",
"received_events_url": "https://api.github.com/users/adamklein/received_events",
"repos_url": "https://api.github.com/users/adamklein/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamklein/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamklein/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamklein"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": "2012-11-27T16:09:26Z",
"closed_issues": 485,
"created_at": "2011-08-24T19:15:47Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4",
"events_url": "https://api.github.com/users/wesm/events{/privacy}",
"followers_url": "https://api.github.com/users/wesm/followers",
"following_url": "https://api.github.com/users/wesm/following{/other_user}",
"gists_url": "https://api.github.com/users/wesm/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wesm",
"id": 329591,
"login": "wesm",
"node_id": "MDQ6VXNlcjMyOTU5MQ==",
"organizations_url": "https://api.github.com/users/wesm/orgs",
"received_events_url": "https://api.github.com/users/wesm/received_events",
"repos_url": "https://api.github.com/users/wesm/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wesm/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wesm/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wesm"
},
"description": "",
"due_on": "2012-06-12T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/2",
"id": 30849,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2/labels",
"node_id": "MDk6TWlsZXN0b25lMzA4NDk=",
"number": 2,
"open_issues": 0,
"state": "closed",
"title": "0.8.0",
"updated_at": "2015-07-29T15:00:35Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/2"
} | 1 | "2012-03-11T18:27:25Z" | "2012-05-01T17:05:56Z" | "2012-05-01T17:05:56Z" | CONTRIBUTOR | null | They come out as ints
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/900/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/900/timeline | null | null | null |
Subsets and Splits